Enhance ADB-S to ADB-D business cases

origin's push URL list spans both remotes (Gitea authoritative, GitHub mirror), so a single `git push origin main` updates both. The setup lives in `.git/config` and isn't tracked, so we explicitly document the reproduction commands plus agent guidance: propose dual-push after commits, never force-push Gitea without OK, and the recovery pattern for divergence.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

.agents/skills/oci-deal-accelerator/SKILL.md

@@ -17,32 +17,54 @@ You follow the **Oracle ECAL framework** (Define → Design → Deliver) to prod
 
 When the user starts a conversation without providing discovery notes or a specific request, present the welcome message and capability menu.
 
-### Pre-flight: KB freshness check
+### Pre-flight checks
 
-**Before showing the welcome message**, run `make kb-check 2>/dev/null` and parse the JSON output. Behavior based on the result:
+Run these checks silently **before** showing the welcome message. **CRITICAL:** Never show command execution, tool output, or errors to the user. If any check fails, silently skip it and proceed to the welcome message. These checks are informational — they NEVER block the user.
 
-- **`stale_count == 0`** → proceed directly to the welcome message. No banner.
-- **`stale_count > 0` and at least one file has `refreshable: true`** → prepend this banner above the menu and ask the user inline:
+#### Check 1: KB changelog banner
+
+Read the file `kb/CHANGELOG.md` and extract the **most recent date and first bullet point**. If the file exists and has entries, prepend a one-line banner above the welcome message:
+
+```
+📢 KB updated (<date>): <first bullet summary>
+```
+
+Example: `📢 KB updated (Apr 14): Diagram generator calibrated from 37 Oracle ref architectures`
+
+If the file is missing or empty, skip — no banner.
+
+#### Check 2: Local repo updates (git users only)
+
+Run `git fetch --dry-run origin main 2>/dev/null`. If the output contains any text (meaning there are remote commits not yet pulled), prepend this banner:
+
+```
+📢 KB updates available — run `git pull` to get latest prices and fixes.
+```
+
+If the command fails (not a git repo, no network, MCP deployment), silently skip. This check is only relevant for users running the skill from a local git clone.
+
+#### Check 3: KB freshness
+
+Run `make kb-check 2>/dev/null` and parse the JSON output. Behavior:
+
+- **`stale_count == 0`** → no banner.
+- **`stale_count > 0` and at least one file has `refreshable: true`** → prepend banner and ask inline:
 
   ```
   ⚠️  KB freshness: <N> file(s) outdated (oldest: <file> — <age_days>d).
-      <M> can be auto-refreshed (SKU catalog, Architecture Center).
-      Refresh now before showing the menu? [y/N]
+      <M> can be auto-refreshed. Refresh now? [y/N]
   ```
 
-  - If the user replies `y` / `yes` / `sí` → run `make freshness-refresh`, wait for completion, then show the menu.
-  - If the user replies `n` / anything else → show the menu immediately, with a one-line compact reminder above it: `⚠️ <N> KB file(s) stale — run /freshness or make freshness-refresh later.`
+  - `y` / `yes` / `sí` → run `make freshness-refresh`, then show menu.
+  - Anything else → show menu with one-line reminder: `⚠️ <N> KB file(s) stale — run make freshness-refresh later.`
 
-- **`stale_count > 0` but no file has `refreshable: true`** (only manual files stale) → prepend a non-blocking informational banner above the menu, do NOT ask:
+- **`stale_count > 0` but no `refreshable: true`** → non-blocking info banner, then show menu directly:
 
   ```
   ⚠️  KB freshness: <N> file(s) need manual review (oldest: <file> — <age_days>d).
-      No automated refresh available — see kb/README.md for review process.
   ```
 
-  Then show the menu directly.
-
-**Important**: this check is informational, not gating. If `kb_freshness.py` errors out (exit 2 or missing tool), silently fall back to showing the welcome message — never block the user on tooling failures.
+If `make kb-check` errors out (exit ≠ 0, missing make, missing Python, missing tool), **silently skip** — no error output, no banner, no mention of failure.
 
 ### Welcome Message
 
@@ -63,10 +85,10 @@ Present these options as a compact numbered list. Each option has a bold title f
 ```
  DESIGN & PROPOSE
  ─────────────────
- 1. 📋 Full proposal — *notes → architecture + deck + diagram + costs*
- 2. 📐 Architecture diagram — *YAML or description → .drawio*
- 3. 📊 Slide deck — *architecture → .pptx*
- 4. 💰 Cost estimate — *services + sizing → PAYG vs BYOL*
+ 1. 📋 Full proposal — *notes → architecture + deck + native PPTX diagram + costs*
+ 2. 📐 Architecture diagram — *description/sketch → .excalidraw → .drawio or native PPTX*
+ 3. 📊 Slide deck — *architecture → .pptx with native OCI diagram*
+ 4. 💰 Cost estimate — *quick PAYG/BYOL comparison while you scope (terminal + optional deck)*
 
  VALIDATE & CHECK
  ─────────────────
@@ -90,19 +112,78 @@ Present these options as a compact numbered list. Each option has a bold title f
 
  SA TOOLS
  ─────────────────
- 13. 📦 BOM generator — *services + quantities → .xlsx Bill of Materials*
+ 13. 📦 BOM generator — *formal .xlsx artefact you send to the customer*
  14. 📤 BOM for AppCA — *BOM → .xlsx ready to import into AppCA*
 
 ━━━━━━━━━━━━━━━━━━━━━━━
 Pick a number, or just describe what you need.
 ```
 
+### Example Direct Requests
+
+If the user asks for examples, or skips the menu and writes a natural-language request, prompts like these map directly to the capabilities above:
+
+- `Generame un diagrama nativo en .pptx, simple y prolijo, de esta arquitectura: usuarios externos -> load balancer público -> 2 VMs de aplicación en subnet privada -> Autonomous Database Serverless. Quiero que quede presentable para mostrar directo en PowerPoint. No me pidas YAML ni setup adicional.`
+- `Sketch this architecture first for Excalidraw: external users -> public load balancer -> private app VMs -> Autonomous Database. Give me a native .excalidraw file so I can review and collaborate before making the formal diagram.`
+- `Generate a simple high-level integration diagram for this flow: Slack -> Oracle Integration Cloud (OIC) -> Jira Service Management -> My Oracle Support. Add clear Client, Oracle, and External layers. Use brand icons for Slack and Jira Service Management, and deliver both .drawio and .pptx.`
+- `Generate a high-level architecture diagram for this scenario: 1 PostgreSQL in OCI Ashburn, accessed from GCP Virginia through interconnect. PostgreSQL connects internally to 1 Autonomous Database Serverless, which also has 1 refreshable clone in the same region but in a different AD. Deliver both .drawio and .pptx. Keep it simple, executive-friendly, and technically correct.`
+- `Gere um BOM em USD para este cenário: PostgreSQL no OCI com 4 OCPU e 500 GB, ADB-S com 200 ECPU e 1 TB BYOL, 1 refreshable clone com o mesmo sizing e FastConnect de 1 Gbps. Aplique 11% de desconto, 12 meses, 24 horas por dia. Quero o arquivo .xlsx e um resumo claro do custo mensal e anual.`
+
 ### Behavior Rules
 
 - If the user picks **1**, ask: "Paste your discovery notes (meeting notes, emails, whatever you have)."
-- If the user picks **2**, ask: "Describe the architecture you want to diagram, or paste a YAML spec if you have one."
-- If the user picks **3**, ask: "Describe the architecture or paste the spec. I'll generate the deck."
-- If the user picks **4**, ask: "What services and sizing? (e.g., 'ADB-S 8 OCPU + 2 VMs + FastConnect')"
+- If the user picks **2**, ask **two explicit questions** in one message and wait for both answers before doing anything else:
+
+  ```
+  1. Describe the architecture you want to diagram (or paste a YAML spec if you have one).
+  2. Which output format(s) do you want? Pick one or more:
+       (a) sketch — native .excalidraw whiteboard draft for brainstorming
+       (b) .drawio — editable technical diagram
+       (c) .pptx — native Oracle-style PowerPoint diagram/slide
+       (d) sketch + .drawio
+       (e) sketch + .pptx
+       (f) all
+  ```
+
+  If the user chooses **sketch only**, create a concise sketch spec and run `python tools/oci_excalidraw_gen.py --spec <sketch-spec.yaml> --output <output-dir>/architecture-sketch.excalidraw`. Save the generated `.excalidraw` file and companion `.md` instructions in the engagement output folder. Present the file list and the simple import/share workflow from the companion `.md` as the primary deliverable. Optionally save `architecture-sketch.mmd` as a secondary source when Mermaid is useful, but the native `.excalidraw` file is the draft artifact. Do not run the formal `absolute_layout` renderer unless the user asks to promote the sketch to `.drawio` or `.pptx`.
+
+  If the user chooses **sketch plus formal output**, produce the `.excalidraw` draft first and ask the user to confirm or adjust the intent before formal rendering. If the user explicitly says to generate all outputs without another checkpoint, generate the sketch and continue. If the user later uploads or references an edited `.excalidraw` from Excalidraw.com, treat it as visual discovery/reference input for the formal `.drawio` / `.pptx` flow; do not blindly convert its rough geometry into the final source of truth.
+
+  If the user provides an existing `.excalidraw` file and asks to convert it to `.drawio`, default to **Formal OCI diagram** unless they explicitly ask for a literal/whiteboard copy:
+  - **Hard rule:** do **not** hand-roll draw.io XML with inline Python for this path. Use the repo tools below. If `python` is not available, use `.venv/bin/python` or `python3`; do not fall back to a custom converter.
+  - **Formal OCI diagram (default)** — run `.venv/bin/python tools/excalidraw_to_oci_diagram.py --input <file.excalidraw> --output <output-dir>/<name>-oci.drawio --spec-output <output-dir>/<name>-oci.yaml`. This extracts the approved sketch intent, writes `*-analysis.yaml` and `*-review.md`, generates an `absolute_layout` YAML, then renders a new Oracle-style `.drawio` through `oci_diagram_gen.py` with OCI containers, icons, connector styles, and validators. For complex sketches (multicloud, hub-spoke, migration/cutover, cross-region DR, multiple regions/VCNs), run the same command with `--mode review` first, inspect/refine the generated analysis/spec, then render.
+  - **Literal sketch conversion (secondary)** — run `.venv/bin/python tools/excalidraw_to_drawio.py --input <file.excalidraw> --output <output-dir>/<name>-literal.drawio` only when the user asks to preserve the exact whiteboard look. This is an editable bridge artifact and does **not** infer OCI icons/services.
+  - **Both** — produce the formal OCI `.drawio` first, then the literal bridge if useful for comparison.
+
+  For any `.drawio` or `.pptx` output, **follow these steps in order — do NOT skip step 1**:
+  1. **Reference-architecture lookup.** Run `python tools/archcenter_pattern_lookup.py "<topology keywords>"` against `kb/architecture-center/catalog.yaml` (123 Oracle-curated entries with cached `.drawio` / `_description.md` / `_template.yaml` under `kb/diagram/assets/archcenter-refs/`). Pick the highest-scoring entry whose topology matches.
+     - **The cached `_template.yaml` is your YAML SCAFFOLD** — auto-extracted from the canonical `.drawio` by `tools/archcenter_drawio_to_template.py`. It carries Oracle's container geometry (region/vcn/ad/subnet bboxes), service positions, and edge waypoints in the `absolute_layout:` shape your spec uses. Copy it as the starting point, rename ids, fill in `type:` for services (the extractor leaves `type: TODO_identify` because the canonical icon TYPE is encoded in stencil bytes — pick the right alias from the renderer's TYPE_TO_ICON), and adapt to the customer's components. Lookup result surfaces it as `cached: yaml=<path>`.
+     - **The cached `.drawio` is the visual source of truth** if the template extractor missed something — open it (drawio.exe, the SVG companion, or the XML) for the canonical look.
+     - **Migration/cutover + multicloud templates.** Also check `kb/diagram/templates/catalog.yaml`. Use `renderable_templates` when the user asks for an operational cutover/runbook view (for example ADB-S → ADB-D with OGG forward/reverse replication) instead of a canonical steady-state Architecture Center topology.
+     - **Do NOT use `examples/` as a geometry source.** `examples/` is previous user output, not authoritative. The `_template.yaml` covers everything `examples/` was being abused for.
+     - **Lookup budget: max 2 queries — never loop.** If query 1 returns nothing convincing, run ONE refinement (broader phrasing or different keyword angle), then STOP. Re-querying the catalog 3+ times to find a "better" match is the dominant time-sink in this phase — the catalog has 123 entries indexed once; if two passes can't surface a topology match, none exists. Output of the lookup tool also surfaces a **`⚠ KNOWN GAP`** banner at the top whenever the query touches a documented gap (e.g. OCI-native services accessed FROM GCP via Cross-Cloud Interconnect, or OCI Cache/Redis/PostgreSQL as primary subject). When that banner appears, follow its **Recommended composition** verbatim instead of running more queries — it lists the primitives to combine. When NO gap banner appears AND no top-3 entry matches the topology, present the closest 3 to the user with: *"No exact ref-arch matches. Closest hits are X / Y / Z. I can either base the diagram on the closest of these (geometry transfers, service names don't), or compose from `<list specific slugs / patterns>`. Which?"* — let the user pick the chassis instead of guessing.
+  2. **Pre-generation review.** Confirm the component list with the user (REQUESTED + TECHNICAL DEPENDENCIES per the whitelist).
+  3. **Author the spec in `absolute_layout` shape** — this is REQUIRED. Do NOT use the legacy workload-driven shape (`tenancy → regions → compartments → services`); it does not resolve OCI icon stencils, does not run through the spec validator, and produces wireframe-looking output (rectangles with text instead of real OCI icons). Every container, service, label, and connection needs explicit `(x, y, w, h)`.
+
+     **Where to look up valid `type:` values for services:** the authoritative sources are (1) `TYPE_TO_ICON` in `tools/oci_pptx_diagram_gen.py` (PPTX path) and `ICON_TYPE_ALIASES` in `tools/oci_diagram_gen.py` (drawio path), and (2) the slug keys in `kb/diagram/oci-icons.json` (drawio) and `kb/diagram/oci-pptx-icons-index.json` (PPTX). Do NOT grep `examples/` for `type:` patterns to discover valid slugs — `examples/` are previous user outputs that may use stale or non-canonical slugs. Both renderer files and both index files are exhaustive and current.
+
+     **Newer OCI services without a toolkit icon** (OCI Cache with Redis / Valkey, OCI PostgreSQL, etc. — services GA after the v24.2 toolkit shipped): use the generic icon as the canonical fallback (Oracle's own ref archs do the same — they embed custom inline SVG over the generic icon). The renderer's alias tables already route `type: redis` / `cache` / `valkey` / `postgresql` to the generic `database` stencil. Pair with an explicit `label:` carrying the real service name (e.g. `label: "OCI Cache (Redis)"`). When Oracle ships a v25+ toolkit with these icons, update `kb/diagram/oci-icons.json` + the alias tables and the next render uses the real icon automatically.
+  4. **Spec validator runs automatically** before either renderer (`tools/diagram_spec_validator.py`). It runs ONLY on `absolute_layout` specs — that's another reason workload-driven is forbidden. Fix any errors before re-rendering.
+  5. **Render.** `oci_diagram_gen.py` for drawio, `oci_deck_gen.py` for PPTX.
+  6. **Visually verify.** `tools/oci_pptx_render.py` to rasterize, then read the PNG.
+
+  Full reference: `docs/skill/output-formats.md` § "Standard diagram-generation procedure (MANDATORY)".
+- If the user picks **3**, ask: "Describe the architecture or paste the spec. I'll generate the deck with a native OCI PowerPoint diagram when the architecture is structured enough."
+- If the user picks **4**, ask: "What services and sizing? (e.g., 'ADB-S 8 OCPU + 2 VMs + FastConnect'). License model — PAYG, BYOL, or both?"
+  Then follow the cost-estimate flow:
+  1. **Catalog first, web never.** `grep` [`kb/pricing/oci-sku-catalog.yaml`](kb/pricing/oci-sku-catalog.yaml) (auto-refreshed, authoritative) for the requested SKUs and consult [`docs/bom-cookbook.md`](docs/bom-cookbook.md) for copy-paste recipes (ExaCS X11M BYOL, ADB-Dedicated, ADB-S + Block, FastConnect, etc.). Use `kb/pricing/compute.yaml` for shape-level lookups. Do NOT reach for WebSearch / WebFetch / `oracle.com` for list prices — the catalog IS the source.
+  2. **Staleness gate.** Read `last_verified` at the top of the catalog. If >60 days stale, warn the user and offer `python tools/refresh_sku_catalog.py --refresh` before quoting. If <=60 days, proceed without web lookups.
+  3. **Catalog miss policy.** If a SKU is genuinely absent after `grep` (not "I didn't find it on first try"), state it explicitly, then run `python tools/refresh_sku_catalog.py --refresh` and re-grep. Only if a fresh catalog still doesn't surface it is `oracle.com/cloud/price-list/` an acceptable fallback — and cite the source URL next to the part number.
+  4. **Source extraction.** When the request references a customer artefact (`.pptx`, BOM, quote), extract the topology / sizing from the artefact first, list each scenario's components, then map to SKUs. Show the mapping (component → SKU) so the SA can audit it.
+  5. **Quote shape.** Per scenario list: SKU + product name + metric + list price USD + quantity + monthly subtotal. End with total $/month and total $/year. Cite the catalog's `last_verified` date in the output.
+  6. When both PAYG and BYOL are requested, present them side-by-side (same SKU rows, two price columns). Save the cost estimate to `examples/<customer>-cost-estimate.yaml` and present the formatted table in the terminal.
+  7. **Disclaimer (mandatory).** Read the `disclaimer:` field from `kb/pricing/oci-sku-catalog.yaml` and append it verbatim — as a footer line under the terminal table, and (if a deck is generated) as a final "Commercial Disclaimer" slide. Do NOT paraphrase or rewrite; the field already carries Oracle's sample-quote boilerplate plus the "reference only / no client-specific discounts" clauses. `tools/oci_bom_gen.py` already reads this field for BOM xlsx output.
+  8. **Deck verification (if a deck is generated).** Open the produced `.pptx` with `python-pptx` and assert: (a) slide count matches spec, (b) each slide's expected title is present, (c) chart types match what the spec asked for (e.g. `COLUMN_CLUSTERED`, `COLUMN_STACKED`), (d) the disclaimer slide is the last one. Print a one-line `deck OK: <N> slides, titles=[...]` summary so the SA can audit at a glance. Rasterizing to PNG via PowerPoint is not always available on Linux/WSL — structural validation is the floor, not optional.
 - If the user picks **5**, ask: "Describe your architecture or paste the spec. I'll run the 5-pillar review." Then follow the WA review flow:
   1. Parse input to build a workload profile YAML (flags) and architecture YAML
   2. If input is a `.pptx` file, extract text content from all slides to infer architecture and workload context
@@ -121,13 +202,22 @@ Pick a number, or just describe what you need.
   1. Parse input into `templates/business-case.yaml` structure
   2. Identify business drivers and urgency from discovery notes
   3. Estimate TCO comparison using `kb/pricing/oci-sku-catalog.yaml` (live SKU prices), `kb/pricing/compute.yaml` (shape-level), `kb/field-knowledge/pricing-knowledge.yaml` (billing models, BYOL rules, free tiers), and `kb/sizing/*`
-  4. Calculate ROI and payback period
-  5. Map value drivers (cost, risk, agility, innovation) with quantified evidence
-  6. Assess migration risks from `kb/field-knowledge/gotchas.yaml` and do-nothing risks
-  7. Compare with alternatives using `kb/competitive/*`
-  8. Generate implementation roadmap based on engagement tier
-  9. Produce a 8-10 slide deck using Oracle FY26 template (`config/oracle-pptx-layouts.yaml` → `business_case` type)
-  10. Output: business-case.pptx + business-case.yaml (reusable spec)
+  4. For ADB-S to ADB-D cases, use the reusable `adbs_to_adbd` model:
+     - keep workload/billable ECPU demand separate from dedicated physical capacity (`DB nodes × ECPU per DB node`)
+     - do not assume ADB-D uses 100% physical capacity; show utilization explicitly
+     - keep workload demand comparable between ADB-S and ADB-D unless customer data says otherwise
+     - model ADB-D fixed DB server + storage server infrastructure separately from workload ECPU
+     - keep ADB-S as-is components explicit: primaries, local ADG, cross-region standby, refreshable/read clones, read clones, GoldenGate
+  5. Separate financial views: current/as-is run-rate, target/to-be run-rate, forecasted TCO by horizon, and scenario comparison when applicable. Avoid ambiguous labels such as `OCI Annual`; use scenario labels like `ADB-S As-Is`, `ADB-D Dedicated`, `Incremental Investment`, and `TCO Crossover`.
+  6. Generate companion BOMs for current as-is, to-be steady state, and 24M/36M projected as-is/to-be annual run-rate snapshots. Projected BOMs are not cumulative multi-year totals.
+  7. Model read architecture explicitly: ADB-S may require refreshable/read clones because standby is not the application read path; ADB-D may use Local ADG read-only standby and retire steady-state clones. Reflect this in BOM notes, value drivers, and risk/value slides.
+  8. Add storage economics: ADB-S per-GB storage, ADB-D fixed footprint, customer-provided base break-even when available, recalculated break-even for the proposed footprint, and visible storage offset.
+  9. Treat GoldenGate as `steady_state`, `migration_bridge_only`, or `migration_plus_fallback_months`. Bridge-only GoldenGate is Year-1 / one-time and is excluded from future steady-state BOMs.
+  10. Add a TCO crossover chart when multi-year forecast exists, defaulting to native PowerPoint grouped bars with executive labels (`Near-term`, `Year 1`, `Year 2`, `Year 3`) and delta bullets.
+  11. For risk-reduction cases, generate a Business Value Model instead of generic ROI percentages. Do not invent revenue impact; convert stability to USD only when the customer provides revenue-at-risk, transaction margin, fraud loss impact, or cost per degraded/outage hour.
+  12. Assess migration and inaction risks against the selected scenario only. Remove obsolete risks such as `if 4x3 is selected` after the customer has chosen `5x3`.
+  13. Produce an executive deck using Oracle FY26 template (`config/oracle-pptx-layouts.yaml` → `business_case` type), plus business-case YAML and generated BOM artefacts where applicable.
+  14. **Disclaimer + deck verification.** Append the `disclaimer:` field from `kb/pricing/oci-sku-catalog.yaml` as a final "Commercial Disclaimer" slide (verbatim — see option 4 step 7). Then run structural PPTX validation that reads text boxes, table cells, and grouped shapes; check slide count/titles, disclaimer-last, required assumptions, and forbidden obsolete phrases before reporting completion.
 - If the user picks **9**, ask: "What topic? (e.g., 'DEP', 'TAC', 'maintenance window', 'vector search')"
 - If the user picks **10**, ask: "What kind of architecture? (e.g., 'ADB + APEX', 'cross-region DR', 'data lakehouse')"
 - If the user picks **11**, switch to finding intake mode:
@@ -173,7 +263,7 @@ Pick a number, or just describe what you need.
 
   **BOM Output Rules:**
   - NEVER include "Confidential: Internal ONLY" or any confidentiality marking
-  - ALWAYS include the Oracle Cost Estimator disclaimer at the bottom
+  - ALWAYS include the disclaimer from `kb/pricing/oci-sku-catalog.yaml` `disclaimer:` field at the bottom — `tools/oci_bom_gen.py` reads it automatically (do not duplicate, paraphrase, or maintain a second copy elsewhere)
   - Only include SKUs the customer actually requested — never dump the full catalog
   - Show cost proportions so the customer can see where their spend concentrates
   - Use Excel formulas (not static values) so the customer can adjust quantities
@@ -196,7 +286,7 @@ After delivering an output, show elapsed time and offer the natural next step.
 ```
 ✅ Done — [task description] completed in [Xm Ys]
 
-  → [A] Generate additional outputs (drawio / doc / xlsx)
+  → [A] Generate additional outputs (sketch / drawio / doc / xlsx)
   → [B] Modify the architecture (add/remove/change services)
   → [C] Run Well-Architected review on this architecture
   → [D] Build a business case from this architecture
@@ -254,6 +344,32 @@ Full tier definitions and artifact matrix: [docs/engagement-tiers.md](docs/engag
 
 **Step 1 — Ideate:** Parse discovery notes into a **Workload Profile** (`templates/workload-profile.yaml`). Formulate a value hypothesis: "If we [technical action], the customer achieves [business outcome]." Use `kb/patterns/business-patterns.yaml` for proven business-level patterns.
 
+**Step 1b — Extraction Receipt (MANDATORY).** After parsing discovery notes, present an extraction receipt to the user BEFORE proceeding. This ensures the architecture is built on confirmed facts, not assumptions:
+  ```
+  📋 Extraction Receipt
+  ━━━━━━━━━━━━━━━━━━━━
+
+  From your input I extracted:
+
+  CONFIRMED (explicitly stated):
+  • [field]: [value] — source: "[exact quote or reference from notes]"
+  • [field]: [value] — source: "[exact quote or reference from notes]"
+
+  INFERRED (not stated, derived from context):
+  • [field]: [value] — reason: "[why I inferred this]"
+
+  MISSING (needed but not provided):
+  • [field] — needed for: [which artifact or decision needs it]
+
+  ━━━━━━━━━━━━━━━━━━━━
+  Confirm, correct, or fill gaps before I proceed.
+  ```
+  Rules:
+  - Every field in the workload profile that you populate must appear in either CONFIRMED or INFERRED.
+  - Do NOT proceed to Step 2 until the user confirms the receipt.
+  - If the user provides additional data, update the receipt and re-confirm.
+  - When generating the workload-profile.yaml, tag each field with `source: customer` (confirmed), `source: inferred`, or `source: default` so the SA knows what to validate with the customer.
+
 **Step 2 — Validate:** Test the hypothesis for SMART criteria (Specific, Measurable, Attainable, Relevant, Time-based). Identify gaps. Check technical feasibility against `kb/services/` and `kb/compatibility/`.
 
 **Step 3 — Service Tiering:** After parsing databases, assign each workload a tier (Platinum/Gold/Silver/Bronze) based on SLA requirements, compliance needs, and business criticality. Use the auto-assignment rules in `kb/patterns/service-tiering.yaml`. Present the assignment and ask the architect to confirm or adjust.
@@ -287,7 +403,7 @@ Capture enough about current state to architect the future. Frame the problem
 
 1. **Select services** from `kb/services/` across the full OCI catalog
 2. **Dimension each service** using `kb/sizing/` rules. For Oracle DBs, use AWR metrics if available. Apply conversion ratios. For ADB-S, size base OCPUs for P75.
-3. **Compose topology** from `kb/patterns/` blocks. Check conflicts, add implied dependencies, apply compliance overlays. Use `kb/patterns/application-patterns.yaml` for workload-type guidance.
+3. **Compose topology** from `kb/patterns/` blocks. Check conflicts and apply compliance overlays. Use `kb/patterns/application-patterns.yaml` for workload-type guidance. **Do NOT silently add components** — only add technical dependencies from the closed whitelist in the Guardrails section below. Everything else must be proposed as optional in the pre-generation review.
 4. **Architecture Principles** — Select applicable principles from `kb/patterns/architecture-principles.yaml` based on the workload profile. Check `applies_when` conditions. Include in the deck as a governance slide.
 5. **Environment Catalogue** — Expand each workload into environments (Prod/Pre-Prod/Dev-Test/DR) using the tier templates in `kb/patterns/environment-catalogue.yaml`. Apply cost optimization rules. Include in the deck and in the cost estimate.
 6. **Design deployment** — environment strategy, IaC approach, CI/CD pipeline
@@ -310,6 +426,28 @@ Capture enough about current state to architect the future. Frame the problem
 
 #### Confirm (Solution Proposal)
 
+**Completeness gate (MANDATORY before generating artifacts).** Before calling any generation tool (deck, diagram, BOM, PDF), verify that critical fields are populated based on engagement tier:
+
+| Field | Small | Standard | Complex |
+|---|---|---|---|
+| customer_name | required | required | required |
+| workload_type | required | required | required |
+| databases (type + count) | required | required | required |
+| primary_region | required | required | required |
+| compliance_frameworks | — | required | required |
+| RTO / RPO | — | required | required |
+| team_size | — | required | required |
+| current_infrastructure | — | required | required |
+| migration_driver | — | required | required |
+| environment_strategy | — | — | required |
+| operational_model | — | — | required |
+| multi_region_topology | — | — | required |
+| data_residency | — | — | required |
+
+- If **required** fields are missing: ask the user before generating.
+- If **optional** fields are missing: list them as assumptions in the output (e.g., "Assumed: PAYG pricing, single environment, no compliance requirements").
+- Fields tagged `source: inferred` in the workload profile count as populated but should be flagged as assumptions.
+
 Assemble all design work into a proposal. Ensure all propositions are **SMART**. Quality matters — it must look professional.
 
 **Outputs by tier:** See artifact matrix in [docs/engagement-tiers.md](docs/engagement-tiers.md)
@@ -351,7 +489,7 @@ Full DELIVER guide: [docs/deliver-phase.md](docs/deliver-phase.md)
 
 Every skill option that produces output MUST generate **readable, human-consumable output** as the primary deliverable. YAML files are structured backing data — they are never the final output shown to the user. Specifically:
 
-- **Options 1-4, 8:** Primary output is `.pptx` (slide deck) and/or `.drawio` (diagram). YAML specs are saved alongside but never presented as the deliverable.
+- **Options 1-4, 8:** Primary output is `.pptx` (slide deck), `.drawio` (diagram), and/or native `.excalidraw` sketch when the user requests draft mode. YAML/Mermaid specs are saved alongside when useful but never presented as the final deliverable.
 - **Option 5 (WA Review):** Primary output is the **formatted terminal scorecard** (banner + pillar bars + gap tables + recommendations). YAML scorecard saved to `examples/` as backing data.
 - **Option 12 (ECAL Readiness):** Primary output is the **formatted terminal scorecard** (phase scores + artefact checklist + gap analysis). YAML scorecard saved to `examples/` as backing data.
 - **After any review/score:** When the user picks [C] "Export as slide", generate a 1-2 slide `.pptx` with the scorecard visualization using `tools/oci_deck_gen.py`.
@@ -364,6 +502,14 @@ See [docs/skill/output-formats.md](docs/skill/output-formats.md) for the per-cus
 
 ---
 
+## Cookbook: Building Tool Payloads
+
+Any pricing or SKU work — cost estimate (option 4), BOM (option 13), BOM-AppCA (option 14), business-case TCO (option 8), scenario comparison from a customer artefact (`.pptx`, BOM, quote) — starts in the local catalog, not on the web. Check [docs/bom-cookbook.md](docs/bom-cookbook.md) for copy-paste recipes (ExaCS X11M BYOL, ADB-Dedicated, ADB-S + Block + FastConnect) and the gotchas that otherwise burn exploration turns (e.g. ADB-Dedicated shares infrastructure SKUs with ExaCS — there are no separate `adb_dedicated` SKUs in the catalog).
+
+If a requirement does not match a recipe, `grep` [`kb/pricing/oci-sku-catalog.yaml`](kb/pricing/oci-sku-catalog.yaml) and consult `kb/services/` before inventing SKUs. See "What You Do NOT Do" for the web-lookup rule and `kb/pricing/oci-sku-catalog.yaml`'s `last_verified` for staleness handling.
+
+---
+
 ## Knowledge Base
 
 KB lives under `kb/`. See [kb/README.md](kb/README.md) for the directory map, frontmatter requirements, refresh tooling, and contributor guide.
@@ -418,23 +564,49 @@ KB lives under `kb/`. See [kb/README.md](kb/README.md) for the directory map, fr
 
 ## Guardrails
 
-- **Only what the user asked for.** Never add services, components, or features the user did not request — this includes observability (Monitoring, Logging, Events), security services (Data Safe, Vault, Cloud Guard, WAF), sizing details, connection types (RPC, peering), and any "nice to have" additions. Adding unrequested components wastes the architect's time and erodes trust.
+- **Only what the user asked for.** Never add services, components, or features the user did not request — this includes observability (Monitoring, Logging, Events), security services (Data Safe, Vault, Cloud Guard, WAF), sizing details, connection types (RPC, peering), and any "nice to have" additions. Adding unrequested components wastes the architect's time and erodes trust. The ONLY exception is the closed whitelist of technical dependencies below.
+
+- **Technical dependency whitelist (closed — nothing else is auto-added):**
+
+  | If the user requests… | Auto-include | Reason |
+  |---|---|---|
+  | FastConnect | DRG | FastConnect terminates on DRG — cannot work without it |
+  | VPN Connect | DRG | IPSec tunnels terminate on DRG |
+  | ADB-S / ExaCS with backup to Object Storage | Service Gateway | Backup traffic requires SGW for Oracle Services Network |
+  | Any service in a public subnet | Internet Gateway | Public subnet routing requires IGW |
+  | Any private subnet service needing internet egress | NAT Gateway | Private-to-internet routing requires NAT |
+  | Cross-region DR (Data Guard, FSDR) | Remote Peering Connection (RPC) | Cross-region VCN connectivity requires RPC on both DRGs |
+
+  Everything NOT in this table — including Monitoring, Logging, Events, Vault, Data Safe, WAF, Cloud Guard, Bastion, management subnets, compartment boundaries — requires explicit user approval via the pre-generation review.
+
 - **Ask, don't guess.** When requirements are ambiguous or incomplete, ask a clarifying question instead of filling in assumptions. A 10-second question saves a 10-minute redo.
-- **Pre-generation review.** Before generating any diagram or architecture artifact, confirm the component list with the user. Present what you understood and suggest optional additions they can approve or reject:
-  ```
-  I'll generate a diagram with:
-  ✅ [list of explicitly requested components]
 
-  Want me to also include any of these?
-  • Observability subnet
-  • Compartment boundaries
-  • Security services (Data Safe, Vault)
-  • Gateways (IGW, NAT, SGW)
-  • [other relevant options based on context]
-
-  Or just generate with the above?
+- **MANDATORY pre-generation review.** Before generating ANY diagram, deck, or architecture artifact, you MUST confirm the component list with the user. Never skip this step. Present three clearly separated sections:
   ```
-  This takes 5 seconds to confirm and prevents rework.
+  I'll generate with:
+
+  REQUESTED (from your input):
+  ✅ [only components explicitly mentioned by the user]
+
+  TECHNICAL DEPENDENCIES (auto-added per whitelist):
+  ⚙️ [only items from the whitelist table above, with reason]
+
+  OPTIONAL — want me to add any of these?
+  ○ Observability (Monitoring, Logging, Events)
+  ○ Security services (Vault, Data Safe, WAF, Cloud Guard)
+  ○ Management subnet
+  ○ Compartment boundaries
+  ○ Bastion / jump host
+  ○ [other relevant options based on context]
+
+  Generate with the above, or adjust?
+  ```
+  Wait for the user's response before generating. If the user says "just generate" or equivalent, proceed with only REQUESTED + TECHNICAL DEPENDENCIES (no optionals).
+
+- **Source attribution.** When the user provides documents, URLs, meeting notes, or external data:
+  - Cite the source when extracting data: "From [document/source]: [extracted fact]"
+  - Clearly separate facts from the source vs. your own inferences
+  - If the source contradicts the internal KB, flag the conflict explicitly and let the architect decide
 
 ## What You Do NOT Do
 
@@ -442,6 +614,10 @@ KB lives under `kb/`. See [kb/README.md](kb/README.md) for the directory map, fr
 - You do NOT replace the architect's judgment. You accelerate it.
 - You do NOT generate pixel-perfect diagrams. You generate 80% drafts the architect refines.
 - You do NOT make up pricing. If you don't have current pricing, estimate ranges.
+- You do NOT use WebSearch / WebFetch / `oracle.com` for OCI list prices or SKU lookups. `kb/pricing/oci-sku-catalog.yaml` is auto-refreshed via `tools/refresh_sku_catalog.py` (Oracle apexapps pricing API) and is the source of truth — including for ECPU/OCPU rates, BYOL deltas, Exadata X11M part numbers, and ADB-D ECPU SKUs. Web fallback is allowed ONLY when (a) the SKU is genuinely absent after `grep` AND a fresh `--refresh` still does not surface it, or (b) the catalog's `last_verified` is >60 days stale and a refresh is not currently possible. In either case, cite the source URL alongside the part number. Reflexively reaching for WebSearch when the catalog already has the answer is the most common cost-estimate failure mode — don't.
 - You do NOT claim features exist if you're unsure. Check the KB first.
 - You do NOT do detailed project management. DELIVER artifacts are lightweight handover aids.
 - You do NOT add services or components the user did not request.
+- **The skill ships as an MCP server.** This repo is packaged and served via the hosted MCP at `https://mcp.tech-lad.com/deal-accelerator/mcp/`. Anything you change in the skill's runtime — `tools/`, `scripts/`, `kb/`, `SKILL.md`, `AGENTS.md`, `.agents/` — must keep working in that deployed environment, not just on the SA's laptop. Concrete implications: (1) NO machine-specific paths (use `pathlib.Path(__file__).resolve().parent.parent` or env vars, never hardcoded `/mnt/c/...` or `/home/diego/...`); (2) NO required network calls during normal operation (the MCP container won't have access to drawio.exe, paid APIs, or Diego's local files — opt-in via env vars like `DRAWIO_EXE` / `ANTHROPIC_API_KEY`, never required); (3) NO writes outside the repo tree (the MCP filesystem is the cloned repo, write only under `examples/`, `tmp/`, or the artifacts the skill is meant to produce); (4) NO new dependencies that aren't in `requirements.txt` (CI installs from there, the MCP container too); (5) any new tool must work in a fresh clone with `make venv` — no manual setup steps. Before adding a feature that depends on a binary, an external service, or a privileged operation, ask whether it'll work when the SA is hitting the MCP endpoint with no laptop attached.
+
+- **You do NOT edit skill source code or tooling when the user is in "menu mode".** When the user invoked the skill via the welcome menu (options 1–14) or asked for one of the menu outputs (proposal, diagram, deck, BOM, WA review, etc.), your job is to USE the existing tools, not modify them. Do NOT touch `tools/`, `scripts/`, `kb/diagram/*.json`, or any other code/index file as part of fulfilling a menu request — even if you discover a bug or a missing alias mid-task. If you hit a tool gap (missing icon alias, broken renderer, type that doesn't resolve), surface it as a follow-up at the end of your reply (e.g. "I noticed `refreshable_clone` doesn't have a PPTX icon alias — flag this for the maintainer to add to `tools/oci_pptx_diagram_gen.py::TYPE_TO_ICON`") rather than silently patching it. Code edits happen in a separate "developer mode" engagement, not while the SA is generating customer artifacts. The two exceptions: (1) `kb/field-findings/tracker.yaml` via menu option 11 (the menu's purpose IS to write that file), and (2) writing the customer's spec/output YAML files under `examples/<customer>/` — those are the deliverable, not the skill itself.

.claude/settings.local.json

@@ -107,7 +107,109 @@
       "WebFetch(domain:developers.openai.com)",
       "Bash(echo \"---exit:$?---\")",
       "Bash(date +%s)",
-      "Read(//tmp/**)"
+      "Read(//tmp/**)",
+      "Bash(.venv/bin/pip install *)",
+      "Bash(curl -sS -o /dev/null -w \"HTTP:%{http_code}  dns:%{remote_ip}  time:%{time_total}s\\\\n\" --max-time 10 https://mcp.tech-lad.com/deal-accelerator/mcp/)",
+      "Bash(curl -sS -o /dev/null -w \"oauth HTTP:%{http_code}\\\\n\" --max-time 10 https://mcp.tech-lad.com/oauth/authorize)",
+      "mcp__oci-deal-accelerator__generate_deck",
+      "mcp__oci-deal-accelerator__generate_business_case",
+      "mcp__oci-deal-accelerator__generate_bom",
+      "mcp__oci-deal-accelerator__generate_bom_appca",
+      "Bash(mkdir -p /tmp/mcp-test-outputs)",
+      "Bash(curl -sS -o deck-nova.pptx       \"https://mcp.tech-lad.com/deal-accelerator/files/176ac90e-test-nova-retail-deck.pptx\")",
+      "Bash(curl -sS -o biz-nova.pptx        \"https://mcp.tech-lad.com/deal-accelerator/files/42dd4da2-test-nova-retail-bizcase.pptx\")",
+      "Bash(curl -sS -o bom-vector.xlsx      \"https://mcp.tech-lad.com/deal-accelerator/files/3868d74a-test-vector-retail-bom.xlsx\")",
+      "Bash(curl -sS -o bom-vector-appca.xlsx \"https://mcp.tech-lad.com/deal-accelerator/files/b34fa397-test-vector-retail-bom-appca.xlsx\")",
+      "Bash(curl -sS -o /tmp/mcp-test-outputs/biz-nova.pptx        \"https://mcp.tech-lad.com/deal-accelerator/files/42dd4da2-test-nova-retail-bizcase.pptx\")",
+      "Bash(curl -sS -o /tmp/mcp-test-outputs/bom-vector.xlsx      \"https://mcp.tech-lad.com/deal-accelerator/files/3868d74a-test-vector-retail-bom.xlsx\")",
+      "Bash(curl -sS -o /tmp/mcp-test-outputs/bom-vector-appca.xlsx \"https://mcp.tech-lad.com/deal-accelerator/files/b34fa397-test-vector-retail-bom-appca.xlsx\")",
+      "Bash(curl -sS -o /tmp/mcp-test-outputs/deck-vector.pptx     \"https://mcp.tech-lad.com/deal-accelerator/files/19c5330e-test-vector-bank-deck.pptx\")",
+      "Bash(curl -sS -o /tmp/mcp-test-outputs/biz-digital.pptx     \"https://mcp.tech-lad.com/deal-accelerator/files/16b90f10-test-vector-digital-bizcase.pptx\")",
+      "Bash(curl -sS -o /dev/null -w \"git remote HTTP: %{http_code}  time: %{time_total}s\\\\n\" --max-time 15 https://git.tech-lad.com.br/)",
+      "Bash(awk '/- sku:/{sku=$NF} /product:/{print sku\" - \"$0}' kb/pricing/oci-sku-catalog.yaml)",
+      "Bash(awk '{print $3}')",
+      "Bash(awk '/- sku: B110627|- sku: B110628|- sku: B110629|- sku: B90453/{print;f=1;next} f&&/product:/{print;f=0}' kb/pricing/oci-sku-catalog.yaml)",
+      "Bash(awk '/- sku:/{sku=$NF} /product:.*Exadata|product:.*ECPU|product:.*Autonomous/{print sku\" - \"$0}' kb/pricing/oci-sku-catalog.yaml)",
+      "Bash(awk '/- sku: B90453/,/product:/' kb/pricing/oci-sku-catalog.yaml)",
+      "Bash(awk '/- sku:/{sku=$NF} /product:.*ADB|product:.*NoSQL|product:.*HeatWave|product:.*MySQL/{print sku\" - \"$0}' kb/pricing/oci-sku-catalog.yaml)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" --help)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 10 -o \"tmp/compare-iter/iter1.png\" \"tmp/compare-iter/iter1.drawio\")",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop -s 2 -o tmp/compare-iter/iter4_crop.png tmp/compare-iter/iter4.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop -s 2 -o tmp/compare-iter/REFERENCE.png examples/output-meli-fraud-adbd-migration/adbsplusadbd.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 30 --crop -s 3 -o tmp/compare-iter/iter6_hires.png tmp/compare-iter/iter6.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop -s 3 -o tmp/compare-iter/to_be_v1_hires.png tmp/compare-iter/to_be_v1.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 40 -s 4 -o tmp/compare-iter/to_be_v1_4x.png tmp/compare-iter/to_be_v1.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png --crop -b 20 --width 3000 -o tmp/compare-iter/to_be_v1_w3000.png tmp/compare-iter/to_be_v1.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop --width 4500 -o tmp/compare-iter/to_be_v1_w4500.png tmp/compare-iter/to_be_v1.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 30 --crop --width 5000 -o tmp/compare-iter/as_is_final.png examples/output-meli-fraud-adbd-migration/fraud-as-is-adbs.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 30 --crop --width 5000 -o tmp/compare-iter/to_be_final.png examples/output-meli-fraud-adbd-migration/fraud-to-be-adbd.drawio)",
+      "Bash(curl -sL \"https://docs.oracle.com/en/solutions/deploy-autonomous-database-db-at-azure/index.html\" -o tmp/oracle-ref-archs/adb-azure.html)",
+      "Bash(curl -sL -w 'HTTP:%{http_code} size:%{size_download}\\\\n' \"https://docs.oracle.com/en/solutions/deploy-autonomous-database-db-at-azure/index.html\" -o /tmp/x.html)",
+      "Bash(curl -sL -w 'HTTP:%{http_code} size:%{size_download}\\\\n' \"https://docs.oracle.com/en/solutions/deploy-autonomous-database-db-at-azure/img/autonomous-database-db-azure-diagram-oracle.zip\" -o adb-azure.zip)",
+      "Bash(unzip -l adb-azure.zip)",
+      "Bash(unzip -o -q adb-azure.zip)",
+      "Bash(mv oracle-adb-jde-exadata-arch-oracle *)",
+      "Bash(curl -sL \"https://docs.oracle.com/en/solutions/dataguard-exadata-dedicated-infrastructure/index.html\" -o dg-exa-dedicated.html)",
+      "Bash(curl -sL \"https://docs.oracle.com/en/solutions/dataguard-exadata-dedicated-infrastructure/img/exadata-dedicated-region-dataguard.zip\" -o dg-exa-region.zip)",
+      "Bash(curl -sL \"https://docs.oracle.com/en/solutions/dataguard-exadata-dedicated-infrastructure/img/exadata-dedicated-cross-region-dataguard.zip\" -o dg-exa-cross-region.zip)",
+      "Bash(unzip -o -q dg-exa-region.zip)",
+      "Bash(unzip -o -q dg-exa-cross-region.zip)",
+      "Bash('/mnt/c/Program Files/draw.io/draw.io.exe' -x -f png -b 20 --crop -o /mnt/c/Users/Diego/Documents/oci-deal-accelerator-oracle/oci-deal-accelerator/tmp/oracle-ref-archs/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.png /mnt/c/Users/Diego/Documents/oci-deal-accelerator-oracle/oci-deal-accelerator/tmp/oracle-ref-archs/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop -s 2 -o /mnt/c/Users/Diego/Documents/oci-deal-accelerator-oracle/oci-deal-accelerator/tmp/oracle-ref-archs/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.png /mnt/c/Users/Diego/Documents/oci-deal-accelerator-oracle/oci-deal-accelerator/tmp/oracle-ref-archs/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop -s 2 -o tmp/oracle-ref-archs/oracle-adb-jde-exadata-arch-oracle/rendered.png tmp/oracle-ref-archs/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop -s 2 -o tmp/compare-iter/fraud-as-is-template.png examples/output-meli-fraud-adbd-migration/fraud-as-is-template.drawio)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -b 20 --crop -s 2 -o tmp/compare-iter/fraud-to-be-template.png examples/output-meli-fraud-adbd-migration/fraud-to-be-template.drawio)",
+      "WebFetch(domain:www.bugraparlayan.com.tr)",
+      "WebFetch(domain:www.infolob.com)",
+      "Bash(curl -sS \"https://git.tech-lad.com.br/api/v1/repos/diegoecab/oci-deal-accelerator/actions/runs?limit=10\")",
+      "Bash(curl -sS \"https://git.tech-lad.com.br/api/v1/repos/diegoecab/oci-deal-accelerator/actions/secrets\")",
+      "Bash(curl -sS -o /dev/null -w \"%{http_code}\\\\n\" \"https://git.tech-lad.com.br/api/v1/repos/diegoecab/oci-deal-accelerator\")",
+      "Bash(curl -sS \"https://git.tech-lad.com.br/diegoecab/oci-deal-accelerator/raw/branch/main/.gitea/workflows/sku-catalog-refresh.yaml\")",
+      "Bash(curl -sS -o /dev/null -w \"%{http_code}\\\\n\" \"https://git.tech-lad.com.br/diegoecab/oci-deal-accelerator/raw/branch/main/.gitea/workflows/sku-catalog-refresh.yaml\")",
+      "Bash(curl -sS \"https://git.tech-lad.com.br/api/v1/repos/diegoecab/oci-deal-accelerator/issues?type=issues&state=open&limit=5&sort=newest\")",
+      "Bash(curl -sS \"https://git.tech-lad.com.br/api/v1/repos/diegoecab/oci-deal-accelerator/branches?limit=50\")",
+      "Bash(curl -sS \"https://git.tech-lad.com.br/api/v1/repos/diegoecab/oci-deal-accelerator\")",
+      "Bash(xargs -n1 grep -l '\"fidelity\"')",
+      "Bash(xargs '-I{}' .venv/bin/python -c ' *)",
+      "Bash(apt-cache show *)",
+      "Bash(apt list *)",
+      "Read(//mnt/c/Program Files/draw.io/**)",
+      "Read(//mnt/c/Users/Diego/AppData/Local/Programs/draw.io/**)",
+      "Read(//mnt/c/**)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -o /tmp/test-drawio.png examples/dataguard-exa-dedicated-in-region/out/dataguard-exa-dedicated-in-region.drawio)",
+      "Bash(mkdir -p /mnt/c/Users/Diego/tmp-drawio-export)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png -s 2 -o /mnt/c/Users/Diego/tmp-drawio-export/test.png examples/dataguard-exa-dedicated-in-region/out/dataguard-exa-dedicated-in-region.drawio)",
+      "Bash(mkdir -p '/mnt/c/Users/Diego/tmp-drawio-export')",
+      "Bash('/mnt/c/Program Files/draw.io/draw.io.exe' -x -f png -s 2 -o 'C:\\\\Users\\\\Diego\\\\tmp-drawio-export\\\\test.png' 'C:\\\\Users\\\\Diego\\\\Documents\\\\oci-deal-accelerator-oracle\\\\oci-deal-accelerator\\\\examples\\\\dataguard-exa-dedicated-in-region\\\\out\\\\dataguard-exa-dedicated-in-region.drawio')",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/asis-adb-s-local-dr.drawio --out tmp/drawio-renders/asis-v3.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-v3.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/asis-adb-s-local-dr.drawio --out tmp/drawio-renders/asis-v4.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-v4.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/asis-adb-s-local-dr.drawio --out tmp/drawio-renders/asis-v5.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-v5.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/asis-adb-s-local-dr.drawio --out tmp/drawio-renders/asis-v6.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-v6.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/asis-adb-s-local-dr.drawio --out tmp/drawio-renders/asis-v7.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-v7.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-v9.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-final.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/asis-adb-s-local-dr.drawio --out tmp/drawio-renders/asis-final2.png)",
+      "Bash(DRAWIO_EXE=\"/mnt/c/Program Files/draw.io/draw.io.exe\" .venv/bin/python tools/drawio_to_png.py --drawio examples/asis-tobe-adb-modernization/out/tobe-adb-d-active-dataguard.drawio --out tmp/drawio-renders/tobe-final2.png)",
+      "Bash(.githooks/pre-commit)",
+      "Bash(unzip -l awr_Transactional.zip)",
+      "Bash(mkdir -p /tmp/awr_meli)",
+      "Bash(unzip -o \"/mnt/c/Users/Diego/Documents/Meli/ABD-M/April 2026 - Fraude ADB-S to ADB-D/awr_Transactional.zip\")",
+      "Bash(cp \"/mnt/c/Users/Diego/Documents/Meli/ABD-M/April 2026 - Fraude ADB-S to ADB-D/meli-fraud-adbd-arch.pptx\" /tmp/meli-fraud-adbd-arch.pptx)",
+      "Bash(unzip -o meli-fraud-adbd-arch.pptx -d meli-pptx-extracted/)",
+      "Bash(cp -f \"/mnt/c/Users/Diego/Documents/Meli/ABD-M/April 2026 - Fraude ADB-S to ADB-D/meli-fraud-adbd-arch.pptx\" /tmp/meli-fraud-adbd-arch.pptx)",
+      "Bash(rm -rf /tmp/meli-pptx-extracted)",
+      "Bash(unzip -oq /tmp/meli-fraud-adbd-arch.pptx -d /tmp/meli-pptx-extracted/)",
+      "Bash(cp -f \"/mnt/c/Users/Diego/Documents/Meli/ABD-M/April 2026 - Fraude ADB-S to ADB-D/meli-fraud-adbd-arch.pptx\" meli-fraud-adbd-arch.pptx)",
+      "Bash(rm -rf meli-pptx-extracted)",
+      "Bash(unzip -oq meli-fraud-adbd-arch.pptx -d meli-pptx-extracted/)",
+      "Bash(yes)",
+      "WebFetch(domain:blog.shadabmohammad.com)",
+      "Bash(\"/mnt/c/Program Files/draw.io/draw.io.exe\" -x -f png --scale 1 -o \"$\\(pwd\\)/examples/output-aws-mysql-to-oci-heatwave-fsdr/aws-mysql-to-heatwave-fsdr.png\" \"$\\(pwd\\)/examples/output-aws-mysql-to-oci-heatwave-fsdr/aws-mysql-to-heatwave-fsdr.drawio\")"
     ]
   }
 }

.gitea/workflows/diagram-validators.yaml

@@ -0,0 +1,75 @@
+# Diagram-validator gate.
+#
+# Runs on every push and PR. Two checks:
+#
+#   1. diagram-spec-audit — every absolute_layout spec under examples/
+#      passes tools/diagram_spec_validator.py (geometry rules:
+#      CONTAINER_TOO_THIN, CONTAINER_PADDING_VIOLATION,
+#      LABEL_OVERFLOW_PARENT). Hard fail surfaces the regressions
+#      Diego flagged on the MySQL HeatWave HA example.
+#
+#   2. drawio-validators-smoke — re-renders the canonical example with
+#      tools/oci_diagram_gen.py so the post-render
+#      drawio_visual_validator runs (font sizes, dangling edges,
+#      duplicate ids, off-canvas geometry).
+#
+# Failures block the merge so a busted geometry never ships.
+
+name: Diagram validators
+
+on:
+  push:
+    branches: [main]
+    paths:
+      - 'examples/**'
+      - 'kb/diagram/**'
+      - 'tools/diagram_spec_validator.py'
+      - 'tools/drawio_visual_validator.py'
+      - 'tools/oci_diagram_gen.py'
+      - 'tools/oci_pptx_diagram_gen.py'
+  pull_request:
+    branches: [main]
+  workflow_dispatch:
+
+jobs:
+  diagram-validators:
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python
+        run: |
+          apt-get update -qq
+          apt-get install -y --no-install-recommends python3 python3-pip python3-yaml
+          python3 --version
+
+      - name: Install minimal deps
+        run: |
+          python3 -m pip install --quiet --upgrade pip
+          python3 -m pip install --quiet drawpyo lxml pyyaml
+
+      - name: Spec validator audit (every absolute_layout spec)
+        run: |
+          set -e
+          total=0; failed=0
+          for f in $(find examples -name 'diagram-spec.yaml' -o -name '*-diagram-spec.yaml'); do
+            total=$((total+1))
+            if ! python3 tools/diagram_spec_validator.py --spec "$f" --strict; then
+              failed=$((failed+1))
+            fi
+          done
+          echo "Validated $total spec(s); $failed hard-failed."
+          test $failed -eq 0
+
+      - name: Re-render canonical example (drawio post-render validator)
+        run: |
+          if [ -f examples/aws-app-mysql-heatwave-ha/specs/diagram-spec.yaml ]; then
+            python3 tools/oci_diagram_gen.py \
+              --spec examples/aws-app-mysql-heatwave-ha/specs/diagram-spec.yaml \
+              --output /tmp/aws-app-mysql-heatwave-ha.drawio --strict
+          else
+            echo "Canonical example missing — skipping drawio smoke test"
+          fi

.gitea/workflows/skill-sync.yaml

@@ -0,0 +1,67 @@
+# SKILL.md sync gate.
+#
+# Why: the root SKILL.md (read by Claude Code) and
+# .agents/skills/oci-deal-accelerator/SKILL.md (read by Codex) MUST
+# stay byte-aligned modulo the auto-generated banner. If they drift,
+# the two agents give the user different instructions — exactly the
+# class of regression that produced the workload-driven-mode incident
+# Diego flagged on 2026-04-25.
+#
+# This workflow blocks the merge if a PR/push leaves them out of
+# sync. Locally, ``make install-hooks`` enables a pre-commit hook
+# that auto-syncs before the commit lands; this CI step is the
+# safety net for anyone who skipped the hook.
+
+name: SKILL.md sync
+
+on:
+  push:
+    branches: [main]
+    paths:
+      - 'SKILL.md'
+      - '.agents/skills/oci-deal-accelerator/SKILL.md'
+      - 'scripts/sync-skill.py'
+  pull_request:
+    branches: [main]
+    paths:
+      - 'SKILL.md'
+      - '.agents/skills/oci-deal-accelerator/SKILL.md'
+      - 'scripts/sync-skill.py'
+  workflow_dispatch:
+
+jobs:
+  check-sync:
+    runs-on: ubuntu-latest
+    timeout-minutes: 2
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Python
+        run: |
+          apt-get update -qq
+          apt-get install -y --no-install-recommends python3
+          python3 --version
+
+      - name: Verify SKILL.md is in sync with the Codex copy
+        run: |
+          python3 scripts/sync-skill.py --check
+
+      - name: Reject .agents/ edits without a matching root SKILL.md change
+        if: github.event_name == 'pull_request'
+        run: |
+          # If only .agents/skills/.../SKILL.md is in the diff (no
+          # change to root SKILL.md), someone edited the auto-generated
+          # copy directly. That edit will be silently destroyed by the
+          # next sync. Block the PR with a clear message.
+          base="${{ github.event.pull_request.base.sha }}"
+          head="${{ github.event.pull_request.head.sha }}"
+          changed=$(git diff --name-only "$base" "$head" || true)
+          if echo "$changed" | grep -qx ".agents/skills/oci-deal-accelerator/SKILL.md"; then
+            if ! echo "$changed" | grep -qx "SKILL.md"; then
+              echo "::error::PR edits .agents/skills/.../SKILL.md without touching root SKILL.md."
+              echo "::error::That file is auto-generated. Move the edit to SKILL.md and run 'make sync-skill'."
+              exit 1
+            fi
+          fi

.gitea/workflows/sku-catalog-refresh.yaml

@@ -61,8 +61,9 @@ jobs:
         run: |
           python3 tools/refresh_sku_catalog.py --discover -v 2>&1 \
             | tee /tmp/discover.log
-          NEW_COUNT=$(grep -oE '^[0-9]+ SKUs present in API' /tmp/discover.log \
-            | head -1 | awk '{print $1}' || echo "0")
+          NEW_COUNT=$(sed -n 's/^DISCOVER_MISSING_COUNT=\([0-9]\+\)$/\1/p' \
+            /tmp/discover.log | tail -1)
+          echo "Parsed new_count='${NEW_COUNT}'"
           echo "new_count=${NEW_COUNT:-0}" >> $GITHUB_OUTPUT
 
       - name: Upload logs as artifact
@@ -83,7 +84,7 @@ jobs:
           GITEA_REPO: ${{ github.repository }}
         run: |
           DATE=$(date -u +%Y-%m-%d)
-          BRANCH="automation/sku-refresh-${DATE}"
+          BRANCH="automation/sku-refresh-${DATE}-run${{ github.run_number }}"
 
           git config user.name "sku-refresh-bot"
           git config user.email "sku-refresh@automation.local"
@@ -99,20 +100,28 @@ jobs:
             | sed "s#https://#https://sku-refresh-bot:${GITEA_TOKEN}@#")
           git push "$REMOTE" "$BRANCH"
 
-          # Open PR via Gitea API
+          # Open PR via Gitea API (fail-fast + log response)
           OWNER=$(echo "$GITEA_REPO" | cut -d/ -f1)
           REPO=$(echo "$GITEA_REPO" | cut -d/ -f2)
-          curl -sS -X POST \
-            -H "Authorization: token ${GITEA_TOKEN}" \
-            -H "Content-Type: application/json" \
-            "${GITEA_SERVER}/api/v1/repos/${OWNER}/${REPO}/pulls" \
-            -d "$(jq -n \
+          PAYLOAD=$(jq -n \
             --arg title "chore(pricing): monthly SKU refresh ${DATE}" \
             --arg head "$BRANCH" \
             --arg base "main" \
-              --arg body "$(printf 'Automated refresh — [refresh log artifact](../../actions).\n\n```\n%s\n```' \
+            --arg body "$(printf 'Automated refresh — see run artifact for full refresh/discover logs.\n\n```\n%s\n```' \
               "$(tail -40 /tmp/refresh.log)")" \
-              '{title:$title, head:$head, base:$base, body:$body}')"
+            '{title:$title, head:$head, base:$base, body:$body}')
+          echo "Creating PR ${BRANCH} -> main ..."
+          RESPONSE=$(curl -sS -w "\nHTTP_STATUS=%{http_code}\n" -X POST \
+            -H "Authorization: token ${GITEA_TOKEN}" \
+            -H "Content-Type: application/json" \
+            "${GITEA_SERVER}/api/v1/repos/${OWNER}/${REPO}/pulls" \
+            -d "$PAYLOAD")
+          echo "$RESPONSE"
+          STATUS=$(echo "$RESPONSE" | grep -oE 'HTTP_STATUS=[0-9]+' | cut -d= -f2)
+          if [ "$STATUS" != "201" ]; then
+            echo "::error::PR creation failed with HTTP $STATUS"
+            exit 1
+          fi
 
       - name: Open issue for new SKUs
         if: steps.discover.outputs.new_count != '0'
@@ -129,14 +138,22 @@ jobs:
           BODY=$(printf '## %s new SKUs detected in Oracle API\n\n**Detected:** %s\n\nThese SKUs are present in the Oracle public pricing API but not yet in `kb/pricing/oci-sku-catalog.yaml`. Filter: serviceCategory values already represented in our catalog (so only relevant families show up).\n\n### Full listing\n\n```\n%s\n```\n\n### Next step\n\nReview and add relevant entries to `kb/pricing/oci-sku-catalog.yaml` under the appropriate category block. After merging, prices will be picked up automatically on the next monthly refresh.\n' \
             "$NEW_COUNT" "$DATE" "$(cat /tmp/discover.log)")
 
-          curl -sS -X POST \
+          PAYLOAD=$(jq -n \
+            --arg title "SKU catalog: ${NEW_COUNT} new SKUs to review (${DATE})" \
+            --arg body "$BODY" \
+            '{title:$title, body:$body}')
+          echo "Creating issue: ${NEW_COUNT} new SKUs..."
+          RESPONSE=$(curl -sS -w "\nHTTP_STATUS=%{http_code}\n" -X POST \
             -H "Authorization: token ${GITEA_TOKEN}" \
             -H "Content-Type: application/json" \
             "${GITEA_SERVER}/api/v1/repos/${OWNER}/${REPO}/issues" \
-            -d "$(jq -n \
-              --arg title "SKU catalog: ${NEW_COUNT} new SKUs to review (${DATE})" \
-              --arg body "$BODY" \
-              '{title:$title, body:$body, labels:["automation","sku-catalog"]}')"
+            -d "$PAYLOAD")
+          echo "$RESPONSE"
+          STATUS=$(echo "$RESPONSE" | grep -oE 'HTTP_STATUS=[0-9]+' | cut -d= -f2)
+          if [ "$STATUS" != "201" ]; then
+            echo "::error::Issue creation failed with HTTP $STATUS"
+            exit 1
+          fi
 
       - name: Summary
         if: always()

.githooks/pre-commit

@@ -0,0 +1,83 @@
+#!/usr/bin/env bash
+# Pre-commit hook: keep .agents/skills/oci-deal-accelerator/SKILL.md
+# byte-aligned with the root SKILL.md (the source of truth that
+# CLAUDE.md / Claude Code reads). The Codex copy under .agents/
+# follows the same content with an auto-generated banner — they MUST
+# stay in lock-step or Claude Code and Codex will give the user
+# different instructions.
+#
+# Behavior:
+#   1. Only the .agents/ copy staged (no root SKILL.md change):
+#      REJECT — the .agents/ file is auto-generated, edits MUST land
+#      in root SKILL.md. Otherwise the next sync silently destroys
+#      the change.
+#   2. Root SKILL.md staged: auto-run scripts/sync-skill.py and
+#      stage the regenerated .agents/ copy in the same commit.
+#   3. Neither: nothing to do.
+#   • If the script can't run (no python, etc.), abort with a clear
+#     message rather than committing a desync silently.
+#
+# Install once per clone:   make install-hooks   (sets core.hooksPath)
+
+set -euo pipefail
+
+ROOT="$(git rev-parse --show-toplevel)"
+SOURCE="SKILL.md"
+TARGET=".agents/skills/oci-deal-accelerator/SKILL.md"
+SCRIPT="scripts/sync-skill.py"
+
+STAGED="$(git diff --cached --name-only)"
+SOURCE_STAGED=0
+TARGET_STAGED=0
+echo "$STAGED" | grep -qx "$SOURCE" && SOURCE_STAGED=1 || true
+echo "$STAGED" | grep -qx "$TARGET" && TARGET_STAGED=1 || true
+
+# Case 1: only the auto-generated .agents/ copy is staged. Reject —
+# the source of truth is root SKILL.md and a future sync will
+# silently overwrite this change.
+if [ "$TARGET_STAGED" = "1" ] && [ "$SOURCE_STAGED" = "0" ]; then
+    echo "" >&2
+    echo "pre-commit: REJECTED — you staged $TARGET in isolation." >&2
+    echo "  This file is auto-generated from $SOURCE and the next" >&2
+    echo "  ``make sync-skill`` (or this pre-commit hook firing on a" >&2
+    echo "  later commit) will overwrite your changes silently." >&2
+    echo "" >&2
+    echo "  Workflow:" >&2
+    echo "    1. Move your edits into $SOURCE." >&2
+    echo "    2. ``git restore --staged --worktree $TARGET``" >&2
+    echo "    3. ``git add $SOURCE`` and re-commit — the hook will" >&2
+    echo "       regenerate the .agents/ copy automatically." >&2
+    echo "" >&2
+    exit 1
+fi
+
+# Nothing else to do unless root SKILL.md changed.
+if [ "$SOURCE_STAGED" = "0" ]; then
+    exit 0
+fi
+
+if [ ! -f "$ROOT/$SCRIPT" ]; then
+    echo "pre-commit: $SCRIPT missing — cannot verify SKILL.md sync. Aborting." >&2
+    exit 1
+fi
+
+PYTHON="$(command -v python3 || command -v python || true)"
+if [ -z "$PYTHON" ]; then
+    echo "pre-commit: no python found in PATH — cannot run $SCRIPT. Aborting." >&2
+    exit 1
+fi
+
+# Run the full sync, then stage the regenerated target so it travels
+# in the same commit. (Idempotent — if it was already in sync, the
+# file write is a no-op.)
+"$PYTHON" "$ROOT/$SCRIPT" >&2
+git add "$ROOT/$TARGET"
+
+# Final check — if for any reason the result still drifts, fail loud.
+if ! "$PYTHON" "$ROOT/$SCRIPT" --check >/dev/null 2>&1; then
+    echo "pre-commit: SKILL.md and $TARGET are still out of sync after auto-run." >&2
+    echo "             Investigate scripts/sync-skill.py before committing." >&2
+    exit 1
+fi
+
+exit 0

.gitignore

@@ -4,8 +4,8 @@ __pycache__/
 *.pyo
 output/
 *.pptx
-!examples/sample-output/*.pptx
 !templates/Oracle_PPT-template_FY26.pptx
+!kb/diagram/assets/OCI_Icons.pptx
 
 # OCI Toolkit binary (download from Oracle, don't commit)
 kb/diagram/OCI Library.xml
@@ -13,24 +13,10 @@ kb/diagram/OCI Library.xml
 # Build prompt (internal)
 COMPLETE-BUILD-PROMPT.md
 
-# Client-specific examples (never commit customer data)
-examples/farma-sa-*
+# Ignore all examples content
+examples/
 
-# Skill-generated output folders (customer-specific, never commit)
-examples/output-*/
-
-# Exported screenshots (temporary)
-examples/*.png
-
-# Exported ppts
-examples/*.ppts
-
-# Exported diagrams
-examples/*.drawio
-
-# Exported YAML files
-examples/*.yaml
-
-# Exported PDFfiles
-examples/*.pdf
-examples/*.xlsx
+# Workspace / sandbox artifacts (never committed)
+tmp/
+.claude/scheduled_tasks.lock
+.claude/worktrees/

AGENTS.md

@@ -157,6 +157,32 @@ If a task generates YAML without the corresponding readable output, the task is
 - **Readable outputs** — YAML is backing data, never the deliverable
 - **No hallucinated architecture** — NEVER add services/components/regions the user didn't mention. When remediating WA gaps, apply minimum targeted fixes to the existing architecture; don't replace it with a generic "ideal" one. ASK before adding new services.
 
+## Git Remotes (Gitea = source of truth, GitHub = mirror)
+
+`origin` is configured with **one fetch URL (Gitea) and two push URLs (Gitea + GitHub)**, so a single `git push origin main` updates both. Gitea is authoritative; GitHub is a public mirror.
+
+```
+fetch  → git.tech-lad.com.br/diegoecab/oci-deal-accelerator.git
+push   → git.tech-lad.com.br/diegoecab/oci-deal-accelerator.git
+push   → github.com/Diegoecab/oci-deal-accelerator.git
+```
+
+**Recreating this on a new clone** (the dual-push lives in `.git/config`, not tracked):
+
+```bash
+git remote set-url --add --push origin https://github.com/Diegoecab/oci-deal-accelerator.git
+git remote set-url --add --push origin https://git.tech-lad.com.br/diegoecab/oci-deal-accelerator.git
+git remote -v   # confirm one fetch + two push URLs
+```
+
+The first command substitutes the implicit Gitea push URL with GitHub's; the second re-adds Gitea so origin pushes to BOTH. Counter-intuitive but necessary.
+
+**Agent guidance**:
+- After creating a commit on `main`, **always propose `git push origin main`** (not separate pushes per remote) — it covers both. Confirm with the user before pushing (pushing is shared-state).
+- If a push fails on GitHub but succeeds on Gitea (or vice versa), the dual-push is partial. Re-run after fixing the failing one — Gitea's second push will be a no-op fast-forward.
+- Never force-push Gitea unless explicitly asked; force-pushing GitHub is acceptable when needed because GitHub is downstream.
+- If history diverges between Gitea and GitHub (e.g. after a rebase), the recovery pattern is: temporarily strip the GitHub URL (`git remote set-url --delete --push origin <github-url>`), push Gitea fast-forward, add `github` as a standalone remote, force-push, then restore the dual-push.
+
 ## Welcome Flow
 
 When the user starts a conversation without providing discovery notes or a specific request (e.g., a greeting or empty context), present the welcome message and capability menu defined in the skill's SKILL.md § Welcome Flow. Specifically:

CLAUDE.md

@@ -159,6 +159,32 @@ python tools/refresh_arch_catalog.py --validate        # validate catalog
 - **KB is the moat** — field experience, not documentation regurgitation
 - **ECAL-aligned** — Define → Design → Deliver with iterative checkpoints
 
+## Git Remotes (Gitea = source of truth, GitHub = mirror)
+
+`origin` is configured with **one fetch URL (Gitea) and two push URLs (Gitea + GitHub)**, so a single `git push origin main` updates both. Gitea is authoritative; GitHub is a public mirror.
+
+```
+fetch  → git.tech-lad.com.br/diegoecab/oci-deal-accelerator.git
+push   → git.tech-lad.com.br/diegoecab/oci-deal-accelerator.git
+push   → github.com/Diegoecab/oci-deal-accelerator.git
+```
+
+**Recreating this on a new clone** (the dual-push lives in `.git/config`, not tracked):
+
+```bash
+git remote set-url --add --push origin https://github.com/Diegoecab/oci-deal-accelerator.git
+git remote set-url --add --push origin https://git.tech-lad.com.br/diegoecab/oci-deal-accelerator.git
+git remote -v   # confirm one fetch + two push URLs
+```
+
+The first command substitutes the implicit Gitea push URL with GitHub's; the second re-adds Gitea so origin pushes to BOTH. Counter-intuitive but necessary.
+
+**Agent guidance**:
+- After creating a commit on `main`, **always propose `git push origin main`** (not separate pushes per remote) — it covers both. Confirm with the user before pushing (pushing is shared-state).
+- If a push fails on GitHub but succeeds on Gitea (or vice versa), the dual-push is partial. Re-run after fixing the failing one — Gitea's second push will be a no-op fast-forward.
+- Never force-push Gitea unless explicitly asked; force-pushing GitHub is acceptable when needed because GitHub is downstream.
+- If history diverges between Gitea and GitHub (e.g. after a rebase), the recovery pattern is: temporarily strip the GitHub URL (`git remote set-url --delete --push origin <github-url>`), push Gitea fast-forward, add `github` as a standalone remote, force-push, then restore the dual-push.
+
 ## Coding Guidelines
 
 ### 1. Think Before Coding

Makefile

@@ -1,6 +1,6 @@
 # OCI Deal Accelerator — Build Automation
 
-.PHONY: help install test validate example diagram deck full clean lint codex-package update-icons freshness freshness-refresh sync-skill sku-discover
+.PHONY: help install test validate example diagram deck full clean lint codex-package update-icons freshness freshness-refresh sync-skill sku-discover pptx-icons-refresh archcenter-benchmark-20 diagram-lookup diagram-validate-spec archcenter-descriptions-refresh diagram-spec-audit archcenter-smoke install-hooks archcenter-templates-refresh
 
 # Use venv if present, otherwise find best available python3
 ifneq (,$(wildcard .venv/bin/python))
@@ -19,12 +19,30 @@ help: ## Show this help
 
 VENV_PYTHON := $(shell command -v python3.12 2>/dev/null || command -v python3.11 2>/dev/null || command -v python3.10 2>/dev/null || echo python3)
 
-venv: ## Create virtual environment and install dependencies
-	@echo "Using $(VENV_PYTHON) to create venv..."
-	$(VENV_PYTHON) -m venv .venv
+venv: .venv/.deps-installed ## Create or update venv (idempotent — no-op if requirements.txt unchanged)
+
+# Marker file pattern: the venv only rebuilds when requirements.txt is
+# newer than the marker. A fresh `make venv` after a successful install
+# is an instant no-op (was 1m53s on Codex sandboxes — every turn).
+# To force a rebuild: `rm .venv/.deps-installed` (or `rm -rf .venv`).
+.venv/.deps-installed: requirements.txt
+	@if [ ! -x .venv/bin/python ]; then \
+	  echo "Using $(VENV_PYTHON) to create venv..."; \
+	  $(VENV_PYTHON) -m venv .venv; \
+	fi
 	.venv/bin/pip install --upgrade pip
 	.venv/bin/pip install -r requirements.txt
+	@touch .venv/.deps-installed
 	@echo "Virtual environment ready. Run: source .venv/bin/activate"
+	@echo "Tip: run 'make install-hooks' once to enable the pre-commit"
+	@echo "     hook that keeps SKILL.md in sync with the Codex copy."
+
+install-hooks: ## Install repo-versioned git hooks (pre-commit auto-syncs SKILL.md)
+	@if [ ! -d .git ]; then echo "install-hooks: not a git repo"; exit 1; fi
+	git config core.hooksPath .githooks
+	@echo "install-hooks: core.hooksPath set to .githooks"
+	@echo "  → pre-commit now auto-syncs .agents/skills/.../SKILL.md"
+	@echo "    whenever SKILL.md is part of the staged change set."
 
 install: ## Install Python dependencies (system-wide)
 	pip install -r requirements.txt
@@ -72,6 +90,49 @@ update-icons: ## Re-extract OCI icons after updating OCI Library.xml
 	$(PYTHON) tools/oci_icon_extractor.py
 	@echo "Updated kb/diagram/oci-icons.json from OCI Library.xml"
 
+pptx-icons-refresh: ## Refresh bundled OCI_Icons.pptx asset + manifest/index for native PPTX diagrams
+	$(PYTHON) tools/refresh_pptx_icon_index.py
+	@echo "Updated kb/diagram/oci-pptx-icons-manifest.yaml and oci-pptx-icons-index.json"
+
+archcenter-benchmark-20: ## Run 20-case Oracle Architecture Center native benchmark
+	$(PYTHON) tools/oci_archcenter_batch.py \
+		--limit 20 \
+		--threshold 0.82 \
+		--fidelity-threshold 0.90 \
+		--output-root examples/eval-2026-04-25-archcenter-native-20-v8
+
+diagram-lookup: ## Find Architecture Center reference patterns. Usage: make diagram-lookup QUERY="mysql heatwave HA"
+	@if [ -z "$(QUERY)" ]; then echo "Usage: make diagram-lookup QUERY=\"<topology>\""; exit 1; fi
+	$(PYTHON) tools/archcenter_pattern_lookup.py "$(QUERY)" --top $${TOP:-5}
+
+diagram-validate-spec: ## Validate a diagram spec's geometry. Usage: make diagram-validate-spec SPEC=path/to/spec.yaml
+	@if [ -z "$(SPEC)" ]; then echo "Usage: make diagram-validate-spec SPEC=<path>"; exit 1; fi
+	$(PYTHON) tools/diagram_spec_validator.py --spec "$(SPEC)" --strict
+
+diagram-spec-audit: ## Run spec validator across every diagram-spec in examples/, print pass/fail summary
+	@echo "Auditing diagram specs under examples/..."
+	@total=0; failed=0; \
+	for f in $$(find examples -name 'diagram-spec.yaml' -o -name '*-diagram-spec.yaml'); do \
+	  total=$$((total+1)); \
+	  $(PYTHON) tools/diagram_spec_validator.py --spec "$$f" --strict >/dev/null 2>&1 || { \
+	    failed=$$((failed+1)); echo "  FAIL  $$f"; \
+	  }; \
+	done; \
+	echo "Audited $$total spec(s); $$failed failed."
+
+archcenter-descriptions-refresh: ## Re-fetch _description.md for every Architecture Center entry
+	$(PYTHON) tools/archcenter_description_fetcher.py --limit 200 --sleep 0.5
+
+archcenter-templates-refresh: ## Extract absolute_layout YAML scaffolds from every cached .drawio
+	$(PYTHON) tools/archcenter_drawio_to_template.py
+
+archcenter-smoke: ## 3-case Architecture Center reconstruction smoke test (CI-friendly)
+	$(PYTHON) tools/oci_archcenter_batch.py \
+		--limit 3 \
+		--threshold 0.78 \
+		--fidelity-threshold 0.85 \
+		--output-root tmp/archcenter-smoke
+
 clean: ## Remove generated output files
 	rm -f examples/sample-output/*.drawio
 	rm -f examples/sample-output/*.pptx

README.md

@@ -11,14 +11,17 @@ What normally takes an SA days of work (structuring notes, designing architectur
 - **ECAL 3.1 native** — engagement RACI, artefact catalog, readiness scoring, and lessons learned per step baked into the workflow
 - **Field knowledge, beyond the docs** — built-in KB with real gotchas, workarounds, and sizing lessons from production OCI deployments
 - **Honest about trade-offs** — flags OCI limitations and competitive gaps instead of overselling
-- **Multi-cloud aware** — supports hybrid/multi-cloud diagrams (AWS, Azure, GCP icons) and considers options like ADB Multicloud before recommending full migration
+- **Multi-cloud aware** — supports hybrid/multi-cloud diagrams (AWS, Azure, GCP, plus external brand icons such as Slack and Jira) and considers options like ADB Multicloud before recommending full migration
+- **MCP-tolerant inputs** — deck, diagram, BOM, and business-case generators accept flat MCP payloads and common field aliases instead of requiring one rigid schema
 - **End-to-end coverage** — from discovery notes to go-live checklist, not just the architecture slide
 
 ## New user? Start here
 
 The skill runs as a hosted MCP server. Connect once from your LLM client, sign in with Oracle SSO, and the tools are ready.
 
-**1. Add the MCP server to your client:**
+Fastest path: open AI Factory Hub at `https://ai-lad.com/`, search for `OCI Deal Accelerator`, and install it from there. If you prefer manual setup, use the MCP client instructions below.
+
+**1. Add the MCP server to your client (manual setup):**
 
 | Client | How |
 |---|---|
@@ -45,6 +48,7 @@ The skill runs as a hosted MCP server. Connect once from your LLM client, sign i
 
 ### Connection URLs
 
+- **AI Factory Hub:** `https://ai-lad.com/`
 - **MCP (HTTP streamable):** `https://mcp.tech-lad.com/deal-accelerator/mcp/`
 - **SSE (Windsurf only):** `https://mcp.tech-lad.com/deal-accelerator/sse/`
 
@@ -61,10 +65,12 @@ From unstructured input (meeting notes, emails, Slack threads), the skill genera
 | **Business Case** — TCO, ROI, value drivers, risk assessment | .pptx | Define | Ideate |
 | **Joint Engagement Plan** — scope, resources, timeline | YAML | Define | Plan |
 | **Discovery Questionnaire** — structured IT landscape collection | YAML | Design | Current |
-| **Architecture Diagram** — official Oracle visual style, multi-cloud support | .drawio | Design | Future |
+| **Architecture Diagram** — Oracle reference-architecture geometry, multi-cloud + external brand support | .drawio / .pptx | Design | Future |
 | **Slide Deck** — 6-15 slides scaled to engagement complexity | .pptx | Design | Confirm |
 | **Customer PDF** — branded, no internal KB references | .pdf | Design | Confirm |
 | **Cost Estimate** — BYOL vs PAYG breakdown with assumptions | YAML | Design | Future |
+| **Bill of Materials (BOM)** — requested SKUs only, formula-driven totals, discount-aware workbook | .xlsx | Design | Future |
+| **AppCA-ready BOM** — AppCA import sheet plus full BOM workbook detail | .xlsx | Design | Future |
 | **Well-Architected Scorecard** — 5-pillar automated validation | YAML | Design | Future |
 | **Operations Model** — day-2 monitoring, patching, incident response | YAML | Design | Future |
 | **ECAL Readiness Scorecard** — 60-artefact gap analysis per phase | Text | All | All |
@@ -100,9 +106,40 @@ deck + pdf        ← + customer-facing PDF (branded, no internal refs)
 pdf               ← customer PDF only
 bizcase           ← business case deck for customer approval
 full              ← everything (pptx + drawio + docx + xlsx + pdf)
+bom               ← bill of materials (.xlsx)
 deliver           ← handover + go-live checklist + success criteria
 ```
 
+Standalone architecture diagrams can be generated as editable `.drawio` files or as native Oracle-style `.pptx` diagrams/slides, depending on the workflow you trigger.
+
+## Example Prompts
+
+These copy/paste prompts are good demo asks for the newest user-visible features, especially when using Codex or another MCP client.
+
+### Native PowerPoint diagram (.pptx)
+
+```text
+Generame un diagrama nativo en .pptx, simple y prolijo, de esta arquitectura: usuarios externos -> load balancer público -> 2 VMs de aplicación en subnet privada -> Autonomous Database Serverless. Quiero que quede presentable para mostrar directo en PowerPoint. No me pidas YAML ni setup adicional.
+```
+
+### Brand icons + OIC + dual output
+
+```text
+Generate a simple high-level integration diagram for this flow: Slack -> Oracle Integration Cloud (OIC) -> Jira Service Management -> My Oracle Support. Add clear Client, Oracle, and External layers. Use brand icons for Slack and Jira Service Management, and deliver both .drawio and .pptx.
+```
+
+### Real multicloud topology
+
+```text
+Generate a high-level architecture diagram for this scenario: 1 PostgreSQL in OCI Ashburn, accessed from GCP Virginia through interconnect. PostgreSQL connects internally to 1 Autonomous Database Serverless, which also has 1 refreshable clone in the same region but in a different AD. Deliver both .drawio and .pptx. Keep it simple, executive-friendly, and technically correct.
+```
+
+### Discount-aware BOM
+
+```text
+Gere um BOM em USD para este cenário: PostgreSQL no OCI com 4 OCPU e 500 GB, ADB-S com 200 ECPU e 1 TB BYOL, 1 refreshable clone com o mesmo sizing e FastConnect de 1 Gbps. Aplique 11% de desconto, 12 meses, 24 horas por dia. Quero o arquivo .xlsx e um resumo claro do custo mensal e anual.
+```
+
 ## Knowledge Base
 
 The KB is the moat — field experience, not documentation regurgitation.
@@ -154,7 +191,13 @@ kb/services/dbexpert-api-reference.yaml  # API endpoints and refresh procedure
 
 ### Architecture Center Catalog
 
-**123 Oracle Architecture Center reference architectures** (`kb/architecture-center/catalog.yaml`) covering Database@Azure/AWS/Google Cloud, networking, security, AI/ML, migration, HA/DR, and more.
+**123 Oracle Architecture Center reference architectures** (`kb/architecture-center/catalog.yaml`) covering Database@Azure/AWS/Google Cloud, networking, security, AI/ML, migration, HA/DR, and more. Each entry includes title, URL, tags, services, and a 1-line summary; **121 also have a cached `_description.md`** with the full "About this architecture" text fetched from docs.oracle.com.
+
+Cached locally under `kb/diagram/assets/archcenter-refs/<slug>/`:
+- `_description.md` — Oracle's architecture rationale (used by both the lookup tool and SKILL.md option 10 "Reference architecture lookup")
+- `*.drawio` — official editable source for ~110 references (where Oracle ships a zip)
+- `_template.yaml` — extracted `absolute_layout` scaffold so new diagrams can start from Oracle geometry instead of from scratch
+- `*.svg` / `*.png` — raster fallback for the rest
 
 During **Phase 2 (DESIGN)**, the skill automatically matches the proposed architecture against the catalog:
 
@@ -166,8 +209,20 @@ python tools/refresh_arch_catalog.py --whats-new      # crawl What's New pages
 python tools/refresh_arch_catalog.py --url <url>       # add a single entry
 python tools/refresh_arch_catalog.py --validate        # validate catalog integrity
 python tools/refresh_arch_catalog.py --check-links     # check for broken URLs (404s, redirects)
+
+# Topology lookup — base your diagram on the closest Oracle reference
+python tools/archcenter_pattern_lookup.py "mysql heatwave high availability load balancer"
+python tools/archcenter_pattern_lookup.py "fastconnect exacs cross region" --top 10
+
+# Re-fetch description text after a catalog refresh
+python tools/archcenter_description_fetcher.py --limit 200
+
+# Re-download cached drawio/svg/png assets after a catalog refresh
+python tools/archcenter_zip_downloader.py    # idempotent; skips slugs whose folder already has a .drawio
 ```
 
+The cached assets under `kb/diagram/assets/archcenter-refs/` (~83MB) are committed so the skill works offline. Lookup uses a local index for near-instant matches, and can be rebuilt manually when needed. Refresh quarterly or when `refresh_arch_catalog.py --whats-new` adds entries — both downloader and description fetcher are idempotent and only fetch what's missing.
+
 ### KB Health & Freshness
 
 The KB is automatically monitored for staleness and broken links:
@@ -177,7 +232,8 @@ The KB is automatically monitored for staleness and broken links:
 | **Broken links** | `python tools/refresh_arch_catalog.py --check-links` | Weekly (CI), or on demand |
 | **Stale prices** | `python tools/refresh_sku_catalog.py --validate` | Weekly (CI), or on demand |
 | **KB freshness** | `python tools/kb_freshness.py --check` | On skill startup (pre-flight) |
-| **Diagram quality** | `python scripts/validate-diagram.py <file.drawio>` | After every diagram generation |
+| **Diagram spec geometry** | `python tools/diagram_spec_validator.py --spec <spec.yaml>` | Auto, before every drawio/PPTX render |
+| **Diagram XML output** | `python tools/drawio_visual_validator.py <file.drawio>` | Auto, after `oci_diagram_gen.py` saves |
 
 **Automated CI/CD:**
 - **Deploy workflow** (`.gitea/workflows/deploy.yaml`) — auto-deploys to MCP server on every push to `main`
@@ -283,8 +339,11 @@ Option 8 in the menu generates a business case deck for customer internal approv
 | Cover | Dark - Title_Pillar | Customer name + subtitle |
 | Executive Summary | Impact Statement | Bold 1-sentence opportunity |
 | Business Drivers | Multi Statement | 3 key drivers: Why now |
-| TCO Comparison | Blank + Table | Current vs OCI (3-5 year) |
-| ROI Headline | Blank + Metric | Big number (e.g., "2080% ROI") |
+| TCO Comparison | Blank + Table | Current/as-is run-rate vs target/to-be run-rate |
+| BOM + Operations Breakdown | Blank + Tables | Cloud services, storage/infra, GoldenGate, operations, one-time bridge |
+| Forecasted TCO | Blank + Table | 24M/36M annual run-rate snapshots, not cumulative totals |
+| TCO Crossover | Native shapes | ADB-S vs ADB-D annual TCO and first cheaper period |
+| Business Value Model | Blank + Table | Financial baseline, architecture benefit, risk-adjusted value, KPIs |
 | Value Drivers | Blank + Cards | 4 categories: Cost, Risk, Agility, Innovation |
 | Risk Assessment | Blank + 2-Column | Migration risks vs Do-nothing risks |
 | Roadmap | Blank + Timeline | Implementation phases |
@@ -292,6 +351,12 @@ Option 8 in the menu generates a business case deck for customer internal approv
 
 Uses the **Oracle FY26 official PowerPoint template** with Redwood design system.
 
+For ADB-S to ADB-D cases, the generator keeps workload ECPU demand separate
+from ADB-D physical capacity. Dedicated footprint is modeled as fixed DB server
+and storage server infrastructure; projected BOMs are annual run-rate snapshots
+at the horizon. Risk-reduction value is converted to USD only when the customer
+provides business impact per degraded/outage hour.
+
 ```bash
 python tools/oci_bizcase_gen.py --spec business-case.yaml --output business-case.pptx
 ```
@@ -344,6 +409,8 @@ If you paste discovery notes directly, the skill skips the menu and goes straigh
 
 ## Tools
 
+All major generators accept either the canonical nested YAML specs or the flatter MCP payload aliases used by hosted clients.
+
 ```bash
 # Slide deck generation (technical proposal)
 python tools/oci_deck_gen.py --spec examples/proposal-spec.yaml --output proposal.pptx
@@ -355,19 +422,36 @@ python tools/oci_pdf_gen.py --spec examples/proposal-spec.yaml --output proposal
 # Business case deck
 python tools/oci_bizcase_gen.py --spec business-case.yaml --output business-case.pptx
 
-# Architecture diagram
-python tools/oci_diagram_gen.py --spec examples/diagram-spec.yaml --output arch.drawio
+# Architecture diagram — see docs/skill/output-formats.md
+# § "Standard diagram-generation procedure (MANDATORY)" for the full
+# workflow: ref-arch lookup → pre-generation review → spec authoring
+# → automatic spec validator → render → visual verification.
+# Supports OCI fallback aliases for services whose official toolkit icons
+# are still missing (for example PostgreSQL/Redis) plus `brand_icon` for
+# third-party systems such as Slack and Jira in both drawio and PPTX.
+python tools/archcenter_pattern_lookup.py "<topology keywords>"   # 1. find canonical Oracle reference
+python tools/oci_diagram_gen.py --spec examples/diagram-spec.yaml --output arch.drawio  # 2. render (validators run automatically)
+python tools/oci_pptx_render.py --pptx arch.pptx --output arch.png --width 1600         # 3. rasterize PPTX for visual review
 
-# Validate diagram quality (icon sizes, overlaps, container overflow)
-python scripts/validate-diagram.py arch.drawio
+# Pre-render geometry validator (auto-invoked by both renderers; CLI for ad-hoc spec checks)
+python tools/diagram_spec_validator.py --spec examples/diagram-spec.yaml --strict
+
+# Post-render XML validator (auto-invoked inside OCIDiagramGenerator.save())
+python tools/drawio_visual_validator.py arch.drawio
 
 # Output orchestrator (multiple formats at once)
 python tools/oci_output.py --spec examples/proposal-spec.yaml --format full --output-dir output/
+python tools/oci_output.py --spec examples/exacs-bom-spec.yaml --format bom --output-dir output/
+
+# BOM / AppCA workbook
+python tools/oci_bom_gen.py --spec examples/exacs-bom-spec.yaml --output customer-bom.xlsx
+python tools/oci_bom_gen.py --spec examples/exacs-bom-spec.yaml --output customer-appca.xlsx --appca
 
 # Architecture Center catalog
 python tools/refresh_arch_catalog.py --validate
 python tools/refresh_arch_catalog.py --whats-new
 python tools/refresh_arch_catalog.py --check-links
+python tools/archcenter_pattern_lookup.py "adb gcp fastconnect" --rebuild-index
 
 # Feature compatibility
 python tools/feature_matrix_cli.py check "Auto Scaling" adb_s 23ai
@@ -426,6 +510,28 @@ For temporary overrides (e.g., focusing on a specific customer), create `AGENTS.
 
 Full setup details: [`codex/README.md`](codex/README.md)
 
+#### Keeping the Claude and Codex skills in sync
+
+The root `SKILL.md` (read by Claude Code) and `.agents/skills/oci-deal-accelerator/SKILL.md` (read by Codex) MUST stay byte-aligned modulo an auto-generated banner. If they drift, the two agents give the user different instructions.
+
+Three layers of defense, run from least to most enforcement:
+
+1. **Local pre-commit hook (recommended once per clone):**
+   ```bash
+   make install-hooks
+   ```
+   Sets `core.hooksPath = .githooks`. From then on, any commit that touches `SKILL.md` auto-runs `scripts/sync-skill.py` and stages the regenerated `.agents/` copy in the same commit. No manual step required.
+
+2. **Manual sync (anytime):**
+   ```bash
+   make sync-skill          # write the .agents/ copy from SKILL.md
+   make lint                # check (also runs sync --check)
+   ```
+
+3. **CI gate (`.gitea/workflows/skill-sync.yaml`):** every push/PR runs `python scripts/sync-skill.py --check` and fails the build if the two files have drifted. Catches anyone who skipped the hook.
+
+**Direction is always root → `.agents/`.** The `.agents/` copy is auto-generated; do NOT edit it directly — the next sync will silently overwrite your changes. Both the local pre-commit hook and the CI gate REJECT a commit/PR that stages `.agents/skills/oci-deal-accelerator/SKILL.md` without a matching root `SKILL.md` change. If you find yourself wanting to tweak the Codex side specifically, that signal belongs in `AGENTS.md` (Codex-only project instructions) — `SKILL.md` content stays unified across both agents.
+
 ## Roadmap
 
 ### ECAL Completeness (see `docs/ecal-gaps-backlog.md` for full list)

SKILL.md

@@ -83,10 +83,10 @@ Present these options as a compact numbered list. Each option has a bold title f
 ```
  DESIGN & PROPOSE
  ─────────────────
- 1. 📋 Full proposal — *notes → architecture + deck + diagram + costs*
- 2. 📐 Architecture diagram — *YAML or description → .drawio*
- 3. 📊 Slide deck — *architecture → .pptx*
- 4. 💰 Cost estimate — *services + sizing → PAYG vs BYOL*
+ 1. 📋 Full proposal — *notes → architecture + deck + native PPTX diagram + costs*
+ 2. 📐 Architecture diagram — *description/sketch → .excalidraw → .drawio or native PPTX*
+ 3. 📊 Slide deck — *architecture → .pptx with native OCI diagram*
+ 4. 💰 Cost estimate — *quick PAYG/BYOL comparison while you scope (terminal + optional deck)*
 
  VALIDATE & CHECK
  ─────────────────
@@ -110,19 +110,78 @@ Present these options as a compact numbered list. Each option has a bold title f
 
  SA TOOLS
  ─────────────────
- 13. 📦 BOM generator — *services + quantities → .xlsx Bill of Materials*
+ 13. 📦 BOM generator — *formal .xlsx artefact you send to the customer*
  14. 📤 BOM for AppCA — *BOM → .xlsx ready to import into AppCA*
 
 ━━━━━━━━━━━━━━━━━━━━━━━
 Pick a number, or just describe what you need.
 ```
 
+### Example Direct Requests
+
+If the user asks for examples, or skips the menu and writes a natural-language request, prompts like these map directly to the capabilities above:
+
+- `Generame un diagrama nativo en .pptx, simple y prolijo, de esta arquitectura: usuarios externos -> load balancer público -> 2 VMs de aplicación en subnet privada -> Autonomous Database Serverless. Quiero que quede presentable para mostrar directo en PowerPoint. No me pidas YAML ni setup adicional.`
+- `Sketch this architecture first for Excalidraw: external users -> public load balancer -> private app VMs -> Autonomous Database. Give me a native .excalidraw file so I can review and collaborate before making the formal diagram.`
+- `Generate a simple high-level integration diagram for this flow: Slack -> Oracle Integration Cloud (OIC) -> Jira Service Management -> My Oracle Support. Add clear Client, Oracle, and External layers. Use brand icons for Slack and Jira Service Management, and deliver both .drawio and .pptx.`
+- `Generate a high-level architecture diagram for this scenario: 1 PostgreSQL in OCI Ashburn, accessed from GCP Virginia through interconnect. PostgreSQL connects internally to 1 Autonomous Database Serverless, which also has 1 refreshable clone in the same region but in a different AD. Deliver both .drawio and .pptx. Keep it simple, executive-friendly, and technically correct.`
+- `Gere um BOM em USD para este cenário: PostgreSQL no OCI com 4 OCPU e 500 GB, ADB-S com 200 ECPU e 1 TB BYOL, 1 refreshable clone com o mesmo sizing e FastConnect de 1 Gbps. Aplique 11% de desconto, 12 meses, 24 horas por dia. Quero o arquivo .xlsx e um resumo claro do custo mensal e anual.`
+
 ### Behavior Rules
 
 - If the user picks **1**, ask: "Paste your discovery notes (meeting notes, emails, whatever you have)."
-- If the user picks **2**, ask: "Describe the architecture you want to diagram, or paste a YAML spec if you have one."
-- If the user picks **3**, ask: "Describe the architecture or paste the spec. I'll generate the deck."
-- If the user picks **4**, ask: "What services and sizing? (e.g., 'ADB-S 8 OCPU + 2 VMs + FastConnect')"
+- If the user picks **2**, ask **two explicit questions** in one message and wait for both answers before doing anything else:
+
+  ```
+  1. Describe the architecture you want to diagram (or paste a YAML spec if you have one).
+  2. Which output format(s) do you want? Pick one or more:
+       (a) sketch — native .excalidraw whiteboard draft for brainstorming
+       (b) .drawio — editable technical diagram
+       (c) .pptx — native Oracle-style PowerPoint diagram/slide
+       (d) sketch + .drawio
+       (e) sketch + .pptx
+       (f) all
+  ```
+
+  If the user chooses **sketch only**, create a concise sketch spec and run `python tools/oci_excalidraw_gen.py --spec <sketch-spec.yaml> --output <output-dir>/architecture-sketch.excalidraw`. Save the generated `.excalidraw` file and companion `.md` instructions in the engagement output folder. Present the file list and the simple import/share workflow from the companion `.md` as the primary deliverable. Optionally save `architecture-sketch.mmd` as a secondary source when Mermaid is useful, but the native `.excalidraw` file is the draft artifact. Do not run the formal `absolute_layout` renderer unless the user asks to promote the sketch to `.drawio` or `.pptx`.
+
+  If the user chooses **sketch plus formal output**, produce the `.excalidraw` draft first and ask the user to confirm or adjust the intent before formal rendering. If the user explicitly says to generate all outputs without another checkpoint, generate the sketch and continue. If the user later uploads or references an edited `.excalidraw` from Excalidraw.com, treat it as visual discovery/reference input for the formal `.drawio` / `.pptx` flow; do not blindly convert its rough geometry into the final source of truth.
+
+  If the user provides an existing `.excalidraw` file and asks to convert it to `.drawio`, default to **Formal OCI diagram** unless they explicitly ask for a literal/whiteboard copy:
+  - **Hard rule:** do **not** hand-roll draw.io XML with inline Python for this path. Use the repo tools below. If `python` is not available, use `.venv/bin/python` or `python3`; do not fall back to a custom converter.
+  - **Formal OCI diagram (default)** — run `.venv/bin/python tools/excalidraw_to_oci_diagram.py --input <file.excalidraw> --output <output-dir>/<name>-oci.drawio --spec-output <output-dir>/<name>-oci.yaml`. This extracts the approved sketch intent, writes `*-analysis.yaml` and `*-review.md`, generates an `absolute_layout` YAML, then renders a new Oracle-style `.drawio` through `oci_diagram_gen.py` with OCI containers, icons, connector styles, and validators. For complex sketches (multicloud, hub-spoke, migration/cutover, cross-region DR, multiple regions/VCNs), run the same command with `--mode review` first, inspect/refine the generated analysis/spec, then render.
+  - **Literal sketch conversion (secondary)** — run `.venv/bin/python tools/excalidraw_to_drawio.py --input <file.excalidraw> --output <output-dir>/<name>-literal.drawio` only when the user asks to preserve the exact whiteboard look. This is an editable bridge artifact and does **not** infer OCI icons/services.
+  - **Both** — produce the formal OCI `.drawio` first, then the literal bridge if useful for comparison.
+
+  For any `.drawio` or `.pptx` output, **follow these steps in order — do NOT skip step 1**:
+  1. **Reference-architecture lookup.** Run `python tools/archcenter_pattern_lookup.py "<topology keywords>"` against `kb/architecture-center/catalog.yaml` (123 Oracle-curated entries with cached `.drawio` / `_description.md` / `_template.yaml` under `kb/diagram/assets/archcenter-refs/`). Pick the highest-scoring entry whose topology matches.
+     - **The cached `_template.yaml` is your YAML SCAFFOLD** — auto-extracted from the canonical `.drawio` by `tools/archcenter_drawio_to_template.py`. It carries Oracle's container geometry (region/vcn/ad/subnet bboxes), service positions, and edge waypoints in the `absolute_layout:` shape your spec uses. Copy it as the starting point, rename ids, fill in `type:` for services (the extractor leaves `type: TODO_identify` because the canonical icon TYPE is encoded in stencil bytes — pick the right alias from the renderer's TYPE_TO_ICON), and adapt to the customer's components. Lookup result surfaces it as `cached: yaml=<path>`.
+     - **The cached `.drawio` is the visual source of truth** if the template extractor missed something — open it (drawio.exe, the SVG companion, or the XML) for the canonical look.
+     - **Migration/cutover + multicloud templates.** Also check `kb/diagram/templates/catalog.yaml`. Use `renderable_templates` when the user asks for an operational cutover/runbook view (for example ADB-S → ADB-D with OGG forward/reverse replication) instead of a canonical steady-state Architecture Center topology.
+     - **Do NOT use `examples/` as a geometry source.** `examples/` is previous user output, not authoritative. The `_template.yaml` covers everything `examples/` was being abused for.
+     - **Lookup budget: max 2 queries — never loop.** If query 1 returns nothing convincing, run ONE refinement (broader phrasing or different keyword angle), then STOP. Re-querying the catalog 3+ times to find a "better" match is the dominant time-sink in this phase — the catalog has 123 entries indexed once; if two passes can't surface a topology match, none exists. Output of the lookup tool also surfaces a **`⚠ KNOWN GAP`** banner at the top whenever the query touches a documented gap (e.g. OCI-native services accessed FROM GCP via Cross-Cloud Interconnect, or OCI Cache/Redis/PostgreSQL as primary subject). When that banner appears, follow its **Recommended composition** verbatim instead of running more queries — it lists the primitives to combine. When NO gap banner appears AND no top-3 entry matches the topology, present the closest 3 to the user with: *"No exact ref-arch matches. Closest hits are X / Y / Z. I can either base the diagram on the closest of these (geometry transfers, service names don't), or compose from `<list specific slugs / patterns>`. Which?"* — let the user pick the chassis instead of guessing.
+  2. **Pre-generation review.** Confirm the component list with the user (REQUESTED + TECHNICAL DEPENDENCIES per the whitelist).
+  3. **Author the spec in `absolute_layout` shape** — this is REQUIRED. Do NOT use the legacy workload-driven shape (`tenancy → regions → compartments → services`); it does not resolve OCI icon stencils, does not run through the spec validator, and produces wireframe-looking output (rectangles with text instead of real OCI icons). Every container, service, label, and connection needs explicit `(x, y, w, h)`.
+
+     **Where to look up valid `type:` values for services:** the authoritative sources are (1) `TYPE_TO_ICON` in `tools/oci_pptx_diagram_gen.py` (PPTX path) and `ICON_TYPE_ALIASES` in `tools/oci_diagram_gen.py` (drawio path), and (2) the slug keys in `kb/diagram/oci-icons.json` (drawio) and `kb/diagram/oci-pptx-icons-index.json` (PPTX). Do NOT grep `examples/` for `type:` patterns to discover valid slugs — `examples/` are previous user outputs that may use stale or non-canonical slugs. Both renderer files and both index files are exhaustive and current.
+
+     **Newer OCI services without a toolkit icon** (OCI Cache with Redis / Valkey, OCI PostgreSQL, etc. — services GA after the v24.2 toolkit shipped): use the generic icon as the canonical fallback (Oracle's own ref archs do the same — they embed custom inline SVG over the generic icon). The renderer's alias tables already route `type: redis` / `cache` / `valkey` / `postgresql` to the generic `database` stencil. Pair with an explicit `label:` carrying the real service name (e.g. `label: "OCI Cache (Redis)"`). When Oracle ships a v25+ toolkit with these icons, update `kb/diagram/oci-icons.json` + the alias tables and the next render uses the real icon automatically.
+  4. **Spec validator runs automatically** before either renderer (`tools/diagram_spec_validator.py`). It runs ONLY on `absolute_layout` specs — that's another reason workload-driven is forbidden. Fix any errors before re-rendering.
+  5. **Render.** `oci_diagram_gen.py` for drawio, `oci_deck_gen.py` for PPTX.
+  6. **Visually verify.** `tools/oci_pptx_render.py` to rasterize, then read the PNG.
+
+  Full reference: `docs/skill/output-formats.md` § "Standard diagram-generation procedure (MANDATORY)".
+- If the user picks **3**, ask: "Describe the architecture or paste the spec. I'll generate the deck with a native OCI PowerPoint diagram when the architecture is structured enough."
+- If the user picks **4**, ask: "What services and sizing? (e.g., 'ADB-S 8 OCPU + 2 VMs + FastConnect'). License model — PAYG, BYOL, or both?"
+  Then follow the cost-estimate flow:
+  1. **Catalog first, web never.** `grep` [`kb/pricing/oci-sku-catalog.yaml`](kb/pricing/oci-sku-catalog.yaml) (auto-refreshed, authoritative) for the requested SKUs and consult [`docs/bom-cookbook.md`](docs/bom-cookbook.md) for copy-paste recipes (ExaCS X11M BYOL, ADB-Dedicated, ADB-S + Block, FastConnect, etc.). Use `kb/pricing/compute.yaml` for shape-level lookups. Do NOT reach for WebSearch / WebFetch / `oracle.com` for list prices — the catalog IS the source.
+  2. **Staleness gate.** Read `last_verified` at the top of the catalog. If >60 days stale, warn the user and offer `python tools/refresh_sku_catalog.py --refresh` before quoting. If <=60 days, proceed without web lookups.
+  3. **Catalog miss policy.** If a SKU is genuinely absent after `grep` (not "I didn't find it on first try"), state it explicitly, then run `python tools/refresh_sku_catalog.py --refresh` and re-grep. Only if a fresh catalog still doesn't surface it is `oracle.com/cloud/price-list/` an acceptable fallback — and cite the source URL next to the part number.
+  4. **Source extraction.** When the request references a customer artefact (`.pptx`, BOM, quote), extract the topology / sizing from the artefact first, list each scenario's components, then map to SKUs. Show the mapping (component → SKU) so the SA can audit it.
+  5. **Quote shape.** Per scenario list: SKU + product name + metric + list price USD + quantity + monthly subtotal. End with total $/month and total $/year. Cite the catalog's `last_verified` date in the output.
+  6. When both PAYG and BYOL are requested, present them side-by-side (same SKU rows, two price columns). Save the cost estimate to `examples/<customer>-cost-estimate.yaml` and present the formatted table in the terminal.
+  7. **Disclaimer (mandatory).** Read the `disclaimer:` field from `kb/pricing/oci-sku-catalog.yaml` and append it verbatim — as a footer line under the terminal table, and (if a deck is generated) as a final "Commercial Disclaimer" slide. Do NOT paraphrase or rewrite; the field already carries Oracle's sample-quote boilerplate plus the "reference only / no client-specific discounts" clauses. `tools/oci_bom_gen.py` already reads this field for BOM xlsx output.
+  8. **Deck verification (if a deck is generated).** Open the produced `.pptx` with `python-pptx` and assert: (a) slide count matches spec, (b) each slide's expected title is present, (c) chart types match what the spec asked for (e.g. `COLUMN_CLUSTERED`, `COLUMN_STACKED`), (d) the disclaimer slide is the last one. Print a one-line `deck OK: <N> slides, titles=[...]` summary so the SA can audit at a glance. Rasterizing to PNG via PowerPoint is not always available on Linux/WSL — structural validation is the floor, not optional.
 - If the user picks **5**, ask: "Describe your architecture or paste the spec. I'll run the 5-pillar review." Then follow the WA review flow:
   1. Parse input to build a workload profile YAML (flags) and architecture YAML
   2. If input is a `.pptx` file, extract text content from all slides to infer architecture and workload context
@@ -141,13 +200,22 @@ Pick a number, or just describe what you need.
   1. Parse input into `templates/business-case.yaml` structure
   2. Identify business drivers and urgency from discovery notes
   3. Estimate TCO comparison using `kb/pricing/oci-sku-catalog.yaml` (live SKU prices), `kb/pricing/compute.yaml` (shape-level), `kb/field-knowledge/pricing-knowledge.yaml` (billing models, BYOL rules, free tiers), and `kb/sizing/*`
-  4. Calculate ROI and payback period
-  5. Map value drivers (cost, risk, agility, innovation) with quantified evidence
-  6. Assess migration risks from `kb/field-knowledge/gotchas.yaml` and do-nothing risks
-  7. Compare with alternatives using `kb/competitive/*`
-  8. Generate implementation roadmap based on engagement tier
-  9. Produce a 8-10 slide deck using Oracle FY26 template (`config/oracle-pptx-layouts.yaml` → `business_case` type)
-  10. Output: business-case.pptx + business-case.yaml (reusable spec)
+  4. For ADB-S to ADB-D cases, use the reusable `adbs_to_adbd` model:
+     - keep workload/billable ECPU demand separate from dedicated physical capacity (`DB nodes × ECPU per DB node`)
+     - do not assume ADB-D uses 100% physical capacity; show utilization explicitly
+     - keep workload demand comparable between ADB-S and ADB-D unless customer data says otherwise
+     - model ADB-D fixed DB server + storage server infrastructure separately from workload ECPU
+     - keep ADB-S as-is components explicit: primaries, local ADG, cross-region standby, refreshable/read clones, read clones, GoldenGate
+  5. Separate financial views: current/as-is run-rate, target/to-be run-rate, forecasted TCO by horizon, and scenario comparison when applicable. Avoid ambiguous labels such as `OCI Annual`; use scenario labels like `ADB-S As-Is`, `ADB-D Dedicated`, `Incremental Investment`, and `TCO Crossover`.
+  6. Generate companion BOMs for current as-is, to-be steady state, and 24M/36M projected as-is/to-be annual run-rate snapshots. Projected BOMs are not cumulative multi-year totals.
+  7. Model read architecture explicitly: ADB-S may require refreshable/read clones because standby is not the application read path; ADB-D may use Local ADG read-only standby and retire steady-state clones. Reflect this in BOM notes, value drivers, and risk/value slides.
+  8. Add storage economics: ADB-S per-GB storage, ADB-D fixed footprint, customer-provided base break-even when available, recalculated break-even for the proposed footprint, and visible storage offset.
+  9. Treat GoldenGate as `steady_state`, `migration_bridge_only`, or `migration_plus_fallback_months`. Bridge-only GoldenGate is Year-1 / one-time and is excluded from future steady-state BOMs.
+  10. Add a TCO crossover chart when multi-year forecast exists, defaulting to native PowerPoint grouped bars with executive labels (`Near-term`, `Year 1`, `Year 2`, `Year 3`) and delta bullets.
+  11. For risk-reduction cases, generate a Business Value Model instead of generic ROI percentages. Do not invent revenue impact; convert stability to USD only when the customer provides revenue-at-risk, transaction margin, fraud loss impact, or cost per degraded/outage hour.
+  12. Assess migration and inaction risks against the selected scenario only. Remove obsolete risks such as `if 4x3 is selected` after the customer has chosen `5x3`.
+  13. Produce an executive deck using Oracle FY26 template (`config/oracle-pptx-layouts.yaml` → `business_case` type), plus business-case YAML and generated BOM artefacts where applicable.
+  14. **Disclaimer + deck verification.** Append the `disclaimer:` field from `kb/pricing/oci-sku-catalog.yaml` as a final "Commercial Disclaimer" slide (verbatim — see option 4 step 7). Then run structural PPTX validation that reads text boxes, table cells, and grouped shapes; check slide count/titles, disclaimer-last, required assumptions, and forbidden obsolete phrases before reporting completion.
 - If the user picks **9**, ask: "What topic? (e.g., 'DEP', 'TAC', 'maintenance window', 'vector search')"
 - If the user picks **10**, ask: "What kind of architecture? (e.g., 'ADB + APEX', 'cross-region DR', 'data lakehouse')"
 - If the user picks **11**, switch to finding intake mode:
@@ -193,7 +261,7 @@ Pick a number, or just describe what you need.
 
   **BOM Output Rules:**
   - NEVER include "Confidential: Internal ONLY" or any confidentiality marking
-  - ALWAYS include the Oracle Cost Estimator disclaimer at the bottom
+  - ALWAYS include the disclaimer from `kb/pricing/oci-sku-catalog.yaml` `disclaimer:` field at the bottom — `tools/oci_bom_gen.py` reads it automatically (do not duplicate, paraphrase, or maintain a second copy elsewhere)
   - Only include SKUs the customer actually requested — never dump the full catalog
   - Show cost proportions so the customer can see where their spend concentrates
   - Use Excel formulas (not static values) so the customer can adjust quantities
@@ -216,7 +284,7 @@ After delivering an output, show elapsed time and offer the natural next step.
 ```
 ✅ Done — [task description] completed in [Xm Ys]
 
-  → [A] Generate additional outputs (drawio / doc / xlsx)
+  → [A] Generate additional outputs (sketch / drawio / doc / xlsx)
   → [B] Modify the architecture (add/remove/change services)
   → [C] Run Well-Architected review on this architecture
   → [D] Build a business case from this architecture
@@ -419,7 +487,7 @@ Full DELIVER guide: [docs/deliver-phase.md](docs/deliver-phase.md)
 
 Every skill option that produces output MUST generate **readable, human-consumable output** as the primary deliverable. YAML files are structured backing data — they are never the final output shown to the user. Specifically:
 
-- **Options 1-4, 8:** Primary output is `.pptx` (slide deck) and/or `.drawio` (diagram). YAML specs are saved alongside but never presented as the deliverable.
+- **Options 1-4, 8:** Primary output is `.pptx` (slide deck), `.drawio` (diagram), and/or native `.excalidraw` sketch when the user requests draft mode. YAML/Mermaid specs are saved alongside when useful but never presented as the final deliverable.
 - **Option 5 (WA Review):** Primary output is the **formatted terminal scorecard** (banner + pillar bars + gap tables + recommendations). YAML scorecard saved to `examples/` as backing data.
 - **Option 12 (ECAL Readiness):** Primary output is the **formatted terminal scorecard** (phase scores + artefact checklist + gap analysis). YAML scorecard saved to `examples/` as backing data.
 - **After any review/score:** When the user picks [C] "Export as slide", generate a 1-2 slide `.pptx` with the scorecard visualization using `tools/oci_deck_gen.py`.
@@ -434,9 +502,9 @@ See [docs/skill/output-formats.md](docs/skill/output-formats.md) for the per-cus
 
 ## Cookbook: Building Tool Payloads
 
-Before mapping customer requirements to SKUs for `generate_bom`, `generate_bom_appca`, or `generate_cost_estimate`, check [docs/bom-cookbook.md](docs/bom-cookbook.md) — it has copy-paste recipes for common patterns (ExaCS X11M BYOL, ADB-Dedicated, ADB-S + Block + FastConnect) and explicitly names the gotchas that otherwise burn exploration turns (e.g. ADB-Dedicated shares infrastructure SKUs with ExaCS — there are no separate `adb_dedicated` SKUs in the catalog).
+Any pricing or SKU work — cost estimate (option 4), BOM (option 13), BOM-AppCA (option 14), business-case TCO (option 8), scenario comparison from a customer artefact (`.pptx`, BOM, quote) — starts in the local catalog, not on the web. Check [docs/bom-cookbook.md](docs/bom-cookbook.md) for copy-paste recipes (ExaCS X11M BYOL, ADB-Dedicated, ADB-S + Block + FastConnect) and the gotchas that otherwise burn exploration turns (e.g. ADB-Dedicated shares infrastructure SKUs with ExaCS — there are no separate `adb_dedicated` SKUs in the catalog).
 
-If a requirement does not match a recipe, `grep` [`kb/pricing/oci-sku-catalog.yaml`](kb/pricing/oci-sku-catalog.yaml) and consult `kb/services/` before inventing SKUs.
+If a requirement does not match a recipe, `grep` [`kb/pricing/oci-sku-catalog.yaml`](kb/pricing/oci-sku-catalog.yaml) and consult `kb/services/` before inventing SKUs. See "What You Do NOT Do" for the web-lookup rule and `kb/pricing/oci-sku-catalog.yaml`'s `last_verified` for staleness handling.
 
 ---
 
@@ -544,6 +612,10 @@ KB lives under `kb/`. See [kb/README.md](kb/README.md) for the directory map, fr
 - You do NOT replace the architect's judgment. You accelerate it.
 - You do NOT generate pixel-perfect diagrams. You generate 80% drafts the architect refines.
 - You do NOT make up pricing. If you don't have current pricing, estimate ranges.
+- You do NOT use WebSearch / WebFetch / `oracle.com` for OCI list prices or SKU lookups. `kb/pricing/oci-sku-catalog.yaml` is auto-refreshed via `tools/refresh_sku_catalog.py` (Oracle apexapps pricing API) and is the source of truth — including for ECPU/OCPU rates, BYOL deltas, Exadata X11M part numbers, and ADB-D ECPU SKUs. Web fallback is allowed ONLY when (a) the SKU is genuinely absent after `grep` AND a fresh `--refresh` still does not surface it, or (b) the catalog's `last_verified` is >60 days stale and a refresh is not currently possible. In either case, cite the source URL alongside the part number. Reflexively reaching for WebSearch when the catalog already has the answer is the most common cost-estimate failure mode — don't.
 - You do NOT claim features exist if you're unsure. Check the KB first.
 - You do NOT do detailed project management. DELIVER artifacts are lightweight handover aids.
 - You do NOT add services or components the user did not request.
+- **The skill ships as an MCP server.** This repo is packaged and served via the hosted MCP at `https://mcp.tech-lad.com/deal-accelerator/mcp/`. Anything you change in the skill's runtime — `tools/`, `scripts/`, `kb/`, `SKILL.md`, `AGENTS.md`, `.agents/` — must keep working in that deployed environment, not just on the SA's laptop. Concrete implications: (1) NO machine-specific paths (use `pathlib.Path(__file__).resolve().parent.parent` or env vars, never hardcoded `/mnt/c/...` or `/home/diego/...`); (2) NO required network calls during normal operation (the MCP container won't have access to drawio.exe, paid APIs, or Diego's local files — opt-in via env vars like `DRAWIO_EXE` / `ANTHROPIC_API_KEY`, never required); (3) NO writes outside the repo tree (the MCP filesystem is the cloned repo, write only under `examples/`, `tmp/`, or the artifacts the skill is meant to produce); (4) NO new dependencies that aren't in `requirements.txt` (CI installs from there, the MCP container too); (5) any new tool must work in a fresh clone with `make venv` — no manual setup steps. Before adding a feature that depends on a binary, an external service, or a privileged operation, ask whether it'll work when the SA is hitting the MCP endpoint with no laptop attached.
+
+- **You do NOT edit skill source code or tooling when the user is in "menu mode".** When the user invoked the skill via the welcome menu (options 1–14) or asked for one of the menu outputs (proposal, diagram, deck, BOM, WA review, etc.), your job is to USE the existing tools, not modify them. Do NOT touch `tools/`, `scripts/`, `kb/diagram/*.json`, or any other code/index file as part of fulfilling a menu request — even if you discover a bug or a missing alias mid-task. If you hit a tool gap (missing icon alias, broken renderer, type that doesn't resolve), surface it as a follow-up at the end of your reply (e.g. "I noticed `refreshable_clone` doesn't have a PPTX icon alias — flag this for the maintainer to add to `tools/oci_pptx_diagram_gen.py::TYPE_TO_ICON`") rather than silently patching it. Code edits happen in a separate "developer mode" engagement, not while the SA is generating customer artifacts. The two exceptions: (1) `kb/field-findings/tracker.yaml` via menu option 11 (the menu's purpose IS to write that file), and (2) writing the customer's spec/output YAML files under `examples/<customer>/` — those are the deliverable, not the skill itself.

config/brand-icons.yaml

@@ -0,0 +1,45 @@
+version: 1
+
+# Resolution policy:
+# 1. Prefer officially downloaded vendor assets committed under
+#    kb/diagram/brand-icons/official/
+# 2. Fall back to vetted local assets under
+#    kb/diagram/brand-icons/fallback/
+#
+# The renderers resolve by alias first, then walk `resolution_order`
+# until they find an existing file.
+resolution_order:
+  - official_svg
+  - official_png
+  - fallback_svg
+  - fallback_png
+
+icons:
+  slack:
+    label: Slack
+    aliases:
+      - slack_app
+      - slack_bot
+    official_png: kb/diagram/brand-icons/official/slack/slack_hash_256.png
+
+  jira:
+    label: Jira
+    aliases:
+      - atlassian_jira
+    official_svg: kb/diagram/brand-icons/official/jira/Jira_icon.svg
+
+  jira_service_management:
+    label: Jira Service Management
+    aliases:
+      - jsm
+      - jira-service-management
+      - jira service management
+    official_svg: kb/diagram/brand-icons/official/jira-service-management/Jira-Service-Management_icon.svg
+
+  jirasoftware:
+    label: Jira Software
+    aliases:
+      - jira_software
+      - jira-software
+      - jira software
+    fallback_svg: kb/diagram/brand-icons/fallback/jirasoftware.svg

config/output-formats.yaml

@@ -4,7 +4,7 @@
 output_selection:
   description: |
     The architect can specify output format when requesting deliverables:
-      deck              ← default, just the slide deck
+      deck              ← default, slide deck with native OCI PowerPoint diagram when applicable
       deck + drawio     ← deck + editable diagram
       deck + doc        ← deck + detailed technical document
       deck + xlsx       ← deck + detailed cost spreadsheet
@@ -22,12 +22,12 @@ output_selection:
     deck:
       extension: ".pptx"
       generator: "tools/oci_deck_gen.py"
-      description: "10-12 slide architecture proposal"
+      description: "10-12 slide architecture proposal with native OCI PowerPoint diagram when applicable"
 
     drawio:
       extension: ".drawio"
       generator: "tools/oci_diagram_gen.py"
-      description: "Editable architecture diagram (draw.io)"
+      description: "Editable architecture diagram (draw.io) for technical editing workflows"
 
     doc:
       extension: ".docx"
@@ -133,7 +133,7 @@ deck_structure:
 
     - number: 3
       type: architecture_diagram
-      content: "Full architecture diagram (85% of slide)"
+      content: "Full architecture diagram (85% of slide), preferring native OCI PowerPoint shapes over pasted images"
       style: "White background, diagram fills slide"
 
     - number: 4

config/pptx-icon-library.yaml

@@ -0,0 +1,117 @@
+asset:
+  bundled_path: kb/diagram/assets/OCI_Icons.pptx
+  manifest_path: kb/diagram/oci-pptx-icons-manifest.yaml
+  index_path: kb/diagram/oci-pptx-icons-index.json
+  env_var: OCI_ICONS_PPTX_PATH
+  search_globs:
+    - /mnt/c/Users/*/Downloads/OCI_Icons*.pptx
+    - ~/Downloads/OCI_Icons*.pptx
+    - kb/diagram/assets/OCI_Icons*.pptx
+
+refresh:
+  sync_discovered_asset_into_bundle: true
+  choose_newest_discovered_match: true
+
+instruction_index:
+  noise_contains:
+    - "copyright"
+    - "oracle and/or its affiliates"
+  noise_exact:
+    - "tip"
+
+semantic_markers:
+  connectors_logical:
+    title_contains: "Connectors"
+    all_text:
+      - "Open Arrowhead style"
+      - "Bark color"
+      - "relationships between icons and grouping boxes"
+  connector_labels:
+    all_text:
+      - "connector labels"
+      - "Place connector labels on the horizontal portions"
+  grouping:
+    title_contains: "Grouping"
+    all_text:
+      - "OCI Region"
+      - "Availability Domain"
+      - "Compartment"
+  landscape_blank_template:
+    all_text:
+      - "Landscape Blank Template"
+      - "Location Canvas"
+      - "OCI Region"
+  portrait_blank_template:
+    all_text:
+      - "Portrait Blank Template"
+      - "OCI Region"
+  landscape_sample_db_dr:
+    all_text:
+      - "Landscape Sample"
+      - "Primary"
+      - "Standby"
+      - "Database"
+      - "VCN"
+  database_icons:
+    title_contains: "Database"
+    any_text:
+      - "ADB-D"
+      - "ATP-D"
+      - "ADW-D"
+      - "Data Guard"
+  migration_icons:
+    title_contains: "Migration"
+    any_text:
+      - "Database Migration"
+      - "Oracle Cloud Migration Advisor"
+
+extracted_shapes:
+  grouping_labels:
+    - "OCI Region"
+    - "Availability Domain"
+    - "Fault Domain"
+    - "Tier"
+    - "Tenancy"
+    - "Compartment"
+    - "VCN"
+    - "Subnet"
+  database_icon_labels:
+    - "Database"
+    - "Oracle Autonomous Database"
+    - "ADW-D"
+    - "ATP-D"
+    - "ADB-D"
+    - "Oracle Exadata Database Service"
+    - "Data Safe"
+    - "NoSQL Database"
+    - "Database Management"
+    - "Data Guard"
+    - "Data Guard Recovery"
+
+design_tokens:
+  palette:
+    bark: "312D2A"
+    bark_soft: "66615C"
+    gray_divider: "9E9892"
+    gray_tick: "C8C5C1"
+    bg_warm: "FBF6F0"
+    white: "FFFFFF"
+    oracle_red: "C74634"
+    oracle_red_soft: "AE562C"
+    oracle_blue: "3F7CC4"
+    oracle_green: "00875A"
+    oracle_amber: "E8A92F"
+    tl_green: "EAF2DE"
+    tl_yellow: "FBF1C7"
+    tl_amber: "F8D9A8"
+    tl_red: "F6CAC4"
+  typography:
+    primary_font: "Oracle Sans"
+  connector_style:
+    line_width_emu: 12700
+    line_width_soft_emu: 9525
+    color: "312D2A"
+    arrowhead:
+      type: "triangle"
+      width: "sm"
+      length: "sm"

docs/business-case-flow.md

@@ -0,0 +1,63 @@
+# Business Case Flow
+
+Option 8 produces an executive business-case deck plus reusable YAML backing
+data. For ADB-S to ADB-D cases, use `business_case.adbs_to_adbd`.
+
+## ADB-S to ADB-D Rules
+
+- Keep workload/billable ECPU demand comparable between ADB-S and ADB-D unless
+  the customer provides a different target demand.
+- Dedicated physical capacity is a separate fixed footprint:
+  `DB nodes x ECPU per DB node`.
+- Never model ADB-D at 100% utilization by default. Show utilization explicitly.
+- ADB-D fixed infrastructure includes DB servers and storage servers; workload
+  ECPU demand remains a separate line.
+- Projected BOMs are annual run-rate snapshots at the horizon, not cumulative
+  multi-year totals.
+- GoldenGate can be `steady_state`, `migration_bridge_only`, or
+  `migration_plus_fallback_months`. Bridge-only GoldenGate is excluded from
+  future steady-state BOMs.
+
+## Read Architecture
+
+ADB-S and ADB-D can carry the same workload demand while using different read
+architectures. ADB-S may require refreshable/read clones when standby is not the
+application read path. ADB-D may use Local ADG read-only standby and retire
+steady-state clones. The deck should call this out in BOM notes, value drivers,
+and risk/value slides.
+
+## Storage Economics
+
+Storage economics are shown separately from aggregate TCO:
+
+```text
+break-even TB = fixed dedicated infra monthly cost / ADB-S storage USD per GB-month / 1024
+```
+
+Apply discounts uniformly when comparing scenarios. If customer material
+provides a baseline break-even, show it beside the recalculated break-even for
+the proposed footprint.
+
+## Business Value
+
+Risk-reduction cases use a Business Value Model instead of generic ROI
+percentages. Do not invent revenue impact. Convert stability to USD only when
+the customer provides revenue-at-risk, transaction margin, fraud loss impact, or
+cost per degraded/outage hour.
+
+Use:
+
+```text
+avoided degraded/outage hours x business impact per hour
+```
+
+Track success metrics such as CPU utilization, read latency, clone lag retired,
+ADG read lag, GoldenGate/apply lag during migration, incidents avoided, and
+degraded hours avoided.
+
+## Validation
+
+Business-case deck validation reads text boxes, table cells, and grouped shapes.
+It checks expected titles, disclaimer-last, required assumptions, and forbidden
+obsolete phrases such as `OCI Annual`, stale scenario risks, and unclear
+language like `FTE-year`.

docs/skill/output-formats.md

@@ -25,7 +25,7 @@ Default output is a **slide deck (.pptx)**. The architect can specify:
 
 | Format | Output |
 |--------|--------|
-| `deck` (default) | 10-12 slide presentation |
+| `deck` (default) | 10-12 slide presentation, with native OCI PowerPoint diagram when applicable |
 | `deck + drawio` | + editable architecture diagram |
 | `deck + doc` | + technical document (15-25 pages) |
 | `deck + xlsx` | + cost spreadsheet with formulas |
@@ -43,7 +43,7 @@ Slide count adapts to engagement tier (6-8 small, 10-12 standard, 12-16 complex)
 2. **Value Story** — business driver, hypothesis, desired outcomes
 3. **Service Tiering** — workload-to-tier mapping (Platinum/Gold/Silver/Bronze) with SLA, RTO/RPO
 4. **Architecture Principles** — selected ECAL principles (Design/Deployment/Service) that govern the architecture
-5. **Architecture Diagram** — fills 85% of slide
+5. **Architecture Diagram** — fills 85% of slide; prefer native OCI PowerPoint shapes inside the deck when the architecture is structured enough
 6. **Architecture Decisions** — 4-6 key decisions with rationale
 7. **HA/DR** — topology + RTO/RPO per tier
 8. **Security & Compliance** — controls grid, compliance badges
@@ -56,11 +56,86 @@ Slide count adapts to engagement tier (6-8 small, 10-12 standard, 12-16 complex)
 15. **Well-Architected Scorecard** — 5-pillar traffic-light indicators
 16. **Next Steps** — concrete SMART actions with dates
 
-Use `tools/oci_deck_gen.py` for generation. Colors: teal `#2D5967`, copper `#AA643B`, purple `#804998`. Font: Segoe UI. Design standards: `config/output-formats.yaml`.
+Use `tools/oci_deck_gen.py` for generation. Decks should prefer native OCI PowerPoint diagrams over pasted images when the architecture can be rendered from structured input. Colors: teal `#2D5967`, copper `#AA643B`, purple `#804998`. Font: Segoe UI. Design standards: `config/output-formats.yaml`.
 
 ## Architecture diagram
 
-Use `tools/oci_diagram_gen.py` with OCI official styles from `kb/diagram/oci-toolkit-styles.yaml`. Containers, service blocks, connections, and typography rules are defined there.
+Use `tools/oci_diagram_gen.py` with OCI official styles from `kb/diagram/oci-toolkit-styles.yaml` when the user wants an editable technical diagram (`.drawio`). For customer-facing or presentation-ready output, prefer the native PowerPoint path via `tools/oci_deck_gen.py` and the PPTX icon library/index under `kb/diagram/`.
+
+### Standard diagram-generation procedure (MANDATORY)
+
+Follow these steps for every diagram, in order. Skipping a step is the single most common source of layout regressions.
+
+1. **Reference architecture lookup.** Run `python tools/archcenter_pattern_lookup.py "<topology keywords>"` against `kb/architecture-center/catalog.yaml` (123 entries). Pick the highest-scoring entry whose topology matches what the user asked for. The lookup surfaces cached `.drawio` / `.svg` under `kb/diagram/assets/archcenter-refs/<slug>/` — open it to copy proven container nesting, padding, and AD/subnet placement instead of inventing geometry.
+2. **Pre-generation review (per SKILL.md § What You Do NOT Do).** Confirm the component list with the user. Never add services the user did not mention except via the explicit auto-include whitelist.
+3. **Author the spec.** Use `absolute_layout` for ref-arch reproductions or any topology where geometry matters. Honor the geometry rules below (the spec validator enforces them).
+4. **Spec validation runs automatically.** Both `tools/oci_diagram_gen.py` (drawio) and `tools/oci_pptx_diagram_gen.py` (PPTX, called via `oci_deck_gen.py`) call `tools/diagram_spec_validator.py` before emitting any output. A `fail` status raises and aborts generation — fix the geometry, re-run.
+5. **Render.** Generate the `.drawio` and/or `.pptx`. The drawio path additionally runs `drawio_visual_validator.py` post-render to catch anything the spec validator missed (font sizes, off-canvas, duplicate ids).
+6. **Visually verify.** Rasterize the PPTX with `python tools/oci_pptx_render.py --pptx X.pptx --output X.png --width 1600` and inspect the PNG before reporting success.
+
+### Geometry rules for `absolute_layout`
+
+These rules are enforced by `tools/diagram_spec_validator.py` and exist because each one corresponds to a regression that previously shipped to the user:
+
+- **Container padding ≥ 12px.** Every nested container must keep ≥12px between its bottom edge and its parent's bottom edge. Otherwise the borders visually merge (`CONTAINER_PADDING_VIOLATION`).
+- **Subnet height ≥ label band + 12px.** A container labeled at 11pt needs h ≥ ~30px to avoid the label collapsing onto the bottom edge. Public-subnet bands holding an icon need to clear icon height + label band + breathing room (`CONTAINER_TOO_THIN`).
+- **Labels stay inside their parent, ≥ 6px from the bottom edge.** Free-floating labels under a service icon must not cross or sit within 6px of the enclosing subnet's bottom edge (`LABEL_OVERFLOW_PARENT`).
+- **AD columns nest INSIDE the VCN, never beside it.** Otherwise AD borders align with VCN borders and visually merge.
+- **Subnets may span AD columns** (regional public subnet, cross-AD DB subnet) — that is the canonical Oracle pattern for HA topologies; do not split a regional subnet per AD.
+
+### Diagram modes
+
+The diagram generator accepts two spec shapes — but only ONE is acceptable for any output an SA shows a customer:
+
+1. **`absolute_layout` (REQUIRED for any new diagram).** Explicit `(x, y, w, h)` for every container, service, label, and connection. Resolves real OCI stencils from `kb/diagram/oci-icons.json`, runs through `tools/diagram_spec_validator.py` (geometry rules), and produces output visually consistent with Oracle Architecture Center references. **This is the only mode the standard procedure supports.** Pair it with the ref-arch lookup (`tools/archcenter_pattern_lookup.py`) so geometry derives from a canonical Oracle reference, not invented from scratch.
+2. **Workload-driven (DEPRECATED).** `tenancy → region(s) → vcn(s) → subnet(s) → service(s)`. The generator auto-lays out blocks but **does NOT resolve OCI icon stencils** — services render as colored rectangles with text labels, connector text gets baked into edge values (which the connector-label rule forbids), and the spec validator does NOT run. Output looks like a wireframe placeholder, not an architecture diagram. Kept only for back-compat with very old specs; do not author new specs in this shape.
+
+```yaml
+absolute_layout:
+  canvas: {width: 720, height: 420}
+  containers:
+    - {id: region, type: region, label: "OCI Region", x: 0, y: 0, w: 720, h: 420}
+    - {id: vcn, type: vcn, label: "VCN 10.10.0.0/16", x: 28, y: 52, w: 670, h: 348}
+  services:
+    - {id: drg,  label: "", type: drg,  x: 8, y: 200, w: 55, h: 66}
+    - {id: adb,  label: "", type: adb_d, x: 230, y: 240, w: 60, h: 80}
+  labels:
+    - {id: lbl_drg, text: "DRG", x: 8, y: 268, w: 55, h: 14, fontSize: 700}
+  connections:
+    - {id: c1, from: drg, to: adb, type: standard, points: [[63, 233], [260, 240]]}
+```
+
+`fontSize` is shared with the PPTX `absolute_layout` schema — it's hundredths of a point (720 → 7.2pt). The drawio renderer auto-converts.
+
+The Architecture Center reconstruction pipeline lives at `tools/archcenter_case_runner.py` (single case) and `tools/archcenter_batch_driver.py` (batch). Reference: `kb/diagram/reference-layouts/archcenter-batch-runner.yaml`.
+
+### Pre-delivery validation (automatic)
+
+Both generators run sanity checks before the file ships, so a broken artifact never reaches the user:
+
+- **`tools/diagram_spec_validator.py`** — runs automatically *before* either renderer (drawio or PPTX). Validates the parsed `absolute_layout` for `CONTAINER_TOO_THIN`, `CONTAINER_PADDING_VIOLATION`, and `LABEL_OVERFLOW_PARENT`. A fail aborts generation. Set `OCI_DIAGRAM_VALIDATOR_SOFT=1` to demote errors to warnings.
+- **`tools/drawio_visual_validator.py`** — runs automatically inside `OCIDiagramGenerator.save()`. Hard-fails on `fontSize ≥ 50pt` (catches the PPTX-cents-of-pt → drawio-pt unit confusion that produced 700pt labels), duplicate cell ids, off-canvas geometry, and dangling edge endpoints. Reports OK/warnings/errors to stderr. Pass `--strict` on the CLI to make errors fail the build.
+- **`OCIDeckGenerator.save()` post-check** — verifies `[Content_Types].xml` declares a `<Default>` for every embedded media extension (PowerPoint refuses to open a deck and prompts to "repair" it when this is missing — the SVG-backed icons in `OCI_Icons.pptx` are the canonical case), and that no slide rels point to absent media or duplicate cNvPr ids.
+- **`tools/drawio_fidelity_eval.py`** — pixel-diff the rebuilt drawio against a canonical Architecture Center PNG. Runs automatically when the spec carries `source.diagram_asset` (or via `--reference-png` on the CLI). Default rendering path is the SVG companion via `cairosvg` (works in any environment); the rebuilt-drawio path through the actual `draw.io` binary is opt-in via the `DRAWIO_EXE` env var (the binary is not bundled with the skill — install on demand).
+
+CLI usage:
+
+```bash
+# Standard run (validators on by default)
+python tools/oci_diagram_gen.py --spec my-spec.yaml --output out.drawio
+
+# Fail the build if validator finds errors
+python tools/oci_diagram_gen.py --spec my-spec.yaml --output out.drawio --strict
+
+# Fidelity comparison vs canonical PNG
+python tools/oci_diagram_gen.py --spec my-spec.yaml --output out.drawio \
+   --reference-png kb/diagram/reference-layouts/.../canonical.png
+
+# Strict draw.io binary path (opt-in)
+DRAWIO_EXE=/usr/bin/drawio python tools/oci_diagram_gen.py --spec ... --reference-png ...
+```
+
+Skip validators only when intentionally generating a fixture or test: `--no-validate`.
 
 ## Service categorization
 

examples/adbs-to-adbd-business-case-synthetic.yaml

@@ -0,0 +1,89 @@
+business_case:
+  customer_name: "Synthetic Commerce Co."
+  cover_subtitle: "ADB-S to ADB-D Migration Business Case"
+  prepared_by: "Diego Cabrera"
+  prepared_by_role: "Solutions Architect"
+  date: "2026-05-08"
+  executive_summary: >
+    Synthetic Commerce Co. is evaluating a move from ADB-S to ADB-D for a
+    fraud analytics workload where predictable performance, read-path cleanup,
+    and storage economics are more important than a pure near-term cost takeout.
+  drivers:
+    primary: "Stabilize fraud analytics performance while keeping the business case auditable."
+    urgency: "Validate capacity, TCO crossover, and migration bridge assumptions before procurement."
+  adbs_to_adbd:
+    license_model: BYOL
+    discount_pct: 0.11
+    ecpu_per_db_node: 760
+    current:
+      label: "ADB-S As-Is"
+      workload_ecpu: 2400
+      storage_tb: 96
+      read_architecture: "Refreshable/read clones serve application reads; standby is not the application read path."
+    target:
+      label: "ADB-D Dedicated"
+      workload_ecpu: 2400
+      storage_tb: 96
+      db_nodes: 5
+      storage_servers: 3
+      read_architecture: "Local ADG read-only standby serves application reads; steady-state clones retired."
+    forecasts:
+      - period: "24M"
+        display_label: "Year 2"
+        as_is:
+          workload_ecpu: 3150
+          storage_tb: 128
+        to_be:
+          workload_ecpu: 3150
+          storage_tb: 128
+          db_nodes: 6
+          storage_servers: 3
+      - period: "36M"
+        display_label: "Year 3"
+        as_is:
+          workload_ecpu: 3900
+          storage_tb: 166
+        to_be:
+          workload_ecpu: 3900
+          storage_tb: 166
+          db_nodes: 8
+          storage_servers: 3
+    goldengate:
+      mode: migration_bridge_only
+      ocpus: 4
+      bridge_months: 3
+      bridge_one_time_cost: 0
+    storage_economics:
+      base_break_even_tb: 91
+    business_impact:
+      business_impact_per_hour: 0
+    crossover_chart:
+      y_axis_min: 1.5
+      y_axis_max: 3.5
+      y_axis_major_unit: 0.5
+  roadmap:
+    total_duration: "12 weeks"
+    phases:
+      - name: "Define"
+        duration: "2 weeks"
+        deliverables: ["Baseline current BOM", "Confirm success metrics"]
+      - name: "Design"
+        duration: "4 weeks"
+        deliverables: ["Dedicated capacity plan", "Read-path validation"]
+      - name: "Deliver"
+        duration: "6 weeks"
+        deliverables: ["Migration bridge", "Cutover rehearsal"]
+  recommendation:
+    summary: "Proceed with detailed design for the ADB-D Dedicated target, validating the utilization, storage break-even, and GoldenGate bridge assumptions before final commercial approval."
+    next_steps:
+      - action: "Confirm workload ECPU demand and storage forecast"
+        owner: "Customer"
+        deadline: "Before design sign-off"
+      - action: "Validate ADB-D DB node and storage server reservation"
+        owner: "Oracle"
+        deadline: "Before procurement"
+  deck_validation:
+    forbidden_phrases:
+      - "OCI Annual"
+      - "FTE-year"
+      - "if 4x3 is selected"

kb/README.md

@@ -18,7 +18,7 @@ skill itself read these YAMLs at runtime.
 | `architecture-center/` | Auto-curated index of Oracle Architecture Center reference architectures. | Single `catalog.yaml` |
 | `field-knowledge/` | Real-world gotchas, lessons learned, undocumented limits. | Frontmatter + body |
 | `field-findings/` | Tracker of newly logged field issues with confidence decay. | Single `tracker.yaml` |
-| `diagram/` | OCI icon library and reference layouts for diagram generation. | Mixed |
+| `diagram/` | OCI icon libraries, native PPTX icon index, and reference layouts for diagram generation. | Mixed |
 
 ## Required frontmatter
 
@@ -62,6 +62,7 @@ Use a directory when you need multiple files (pattern + diagrams + ADRs).
 | `kb/pricing/oci-sku-catalog.yaml` | `python tools/refresh_sku_catalog.py --refresh` (Oracle pricing API) |
 | `kb/pricing/compute.yaml` | `python tools/refresh_sku_catalog.py --refresh-domain compute` (same API, shape-level) |
 | `kb/architecture-center/catalog.yaml` | `python tools/refresh_arch_catalog.py --whats-new` (web crawl) |
+| `kb/diagram/assets/OCI_Icons.pptx` + `kb/diagram/oci-pptx-icons-index.json` | `python tools/refresh_pptx_icon_index.py [--source /path/to/OCI_Icons.pptx]` |
 | Other `kb/pricing/<domain>.yaml` | Not yet automated. Add a new entry to `DOMAIN_REGISTRY` in `tools/refresh_sku_catalog.py` and write a domain-specific refresher (see `refresh_compute_yaml` as a template). |
 | Everything else | **Manual** — review against Oracle docs, bump `last_verified` |
 
@@ -70,8 +71,84 @@ The shortcut for everyone:
 ```bash
 make freshness            # report stale files
 make freshness-refresh    # run automatic refreshes for files that support them
+make pptx-icons-refresh   # sync new OCI_Icons.pptx revision + rebuild manifest/index
 ```
 
+For native PowerPoint diagram generation, the repo now carries a bundled
+`kb/diagram/assets/OCI_Icons.pptx` plus a derived manifest/index. If Oracle
+publishes a newer icon deck, replace it or point the refresh tool at the new
+file and rebuild:
+
+```bash
+make pptx-icons-refresh
+python tools/refresh_pptx_icon_index.py --source ~/Downloads/OCI_Icons.pptx
+```
+
+## Architecture Center native benchmark
+
+This repo now has a fixed, reusable benchmark path for Oracle Architecture
+Center visual fidelity. Keep this workflow stable because future sessions
+must re-run it exactly, not reconstruct it from memory.
+
+Primary validation method:
+
+- `draw.io` fidelity is measured by exporting the generated `*-rebuilt.drawio`
+  with the real draw.io binary and comparing that PNG against the official
+  Architecture Center PNG.
+- In this WSL setup, the primary binary is
+  `/mnt/c/Program Files/draw.io/draw.io.exe`.
+- Only if the draw.io CLI is unavailable or fails should the runner fall back
+  to the official bundled SVG companion.
+- Native `.pptx` fidelity is measured by rasterizing the editable PPTX slide
+  with `tools/oci_pptx_render.py`. Do not depend on `soffice` or LibreOffice.
+
+Operational notes that must remain persisted:
+
+- Many official Oracle `.drawio` files are compressed inside `<diagram>` as
+  base64 + raw-deflate XML. Extraction and validation must support that form.
+- `tools/drawio_visual_validator.py` is a structural gate before raster diff:
+  it catches giant fonts, duplicate ids, off-canvas geometry, and dangling
+  edges, including in compressed official `.drawio` files.
+- `tools/oci_pptx_render.py` is intentionally tolerant of unsupported
+  `WMF/EMF` media. It skips those assets, records them in `skipped_media`,
+  and keeps the benchmark running instead of aborting the case.
+
+Standard rerun command:
+
+```bash
+make archcenter-benchmark-20
+```
+
+Equivalent explicit command:
+
+```bash
+.venv/bin/python tools/oci_archcenter_batch.py \
+  --limit 20 \
+  --threshold 0.82 \
+  --fidelity-threshold 0.90 \
+  --output-root examples/eval-2026-04-25-archcenter-native-20-v8
+```
+
+Acceptance contract:
+
+- Official page + ZIP assets staged per case
+- Editable `drawio` rebuilt successfully
+- `draw.io` CLI fidelity `PASS` against official PNG, or documented SVG fallback
+- Icon-cluster coverage `>= 0.55`
+- Native PPTX generated with no unresolved or oversize icon refs
+- Native PPTX raster fidelity `PASS` against official PNG
+- Evidence written under each case: reference assets, generated outputs,
+  raster renders, diff images, JSON summaries, and markdown reports
+
+Latest verified run:
+
+- `examples/eval-2026-04-25-archcenter-native-20-v8`
+- `considered=28`, `processed=20`, `skipped=8`, `PASS=20`, `FAIL=0`
+- The verified pool currently has no open native benchmark failures. The
+  remaining gaps are confined to the skipped pool, which is still filtered
+  out for annotation-heavy diagrams or missing draw.io icon families such as
+  DNS/VPN/maximum-security-zone variants.
+
 ## Pricing files
 
 There are exactly **two** pricing files, both auto-refreshed from the

kb/architecture-center/catalog.yaml

@@ -18,6 +18,78 @@ last_verified: "2026-03-16"
 source: "https://docs.oracle.com/en/solutions/oracle-architecture-center/"
 entry_count: 123
 
+# =============================================================================
+# KNOWN GAPS — topologies the catalog does NOT cover well
+# =============================================================================
+#
+# Surfaced by tools/archcenter_pattern_lookup.py at the top of its output
+# whenever the user's query tokens match any one of the `triggers` token
+# sets below. Purpose: stop the lookup loop early when no canonical Oracle
+# ref-arch exists for what the user asked, and tell the agent how to
+# COMPOSE the topology from primitives instead of refining query phrasing.
+#
+# Schema per gap:
+#   id:        unique slug
+#   triggers:  list of token sets — fires when the expanded query contains
+#              EVERY token in at least ONE set (OR across sets, AND inside
+#              each set). Tokens are lowercased and synonym-expanded the
+#              same way as scoring tokens.
+#   notice:    multi-line string surfaced verbatim above the score-based
+#              top-K. Should explain WHY this is a gap and HOW to compose
+#              from existing primitives. Be concrete (slugs, alias names).
+#
+# Add a gap entry only after a real lookup loop wasted user time on a
+# topology with no canonical match. Speculation belongs elsewhere.
+
+known_gaps:
+
+  - id: gcp-to-oci-native-services
+    triggers:
+      - [gcp, postgresql]
+      - [gcp, redis]
+      - [gcp, mysql]
+      - [gcp, oke]
+      - [gcp, cache]
+      - [gcp, compute]
+      - [google, postgresql]
+      - [google, redis]
+      - [google, mysql]
+      - [google, oke]
+      - [google, cache]
+      - [google, compute]
+    notice: |
+      No canonical Oracle ref-arch covers OCI-native services (PostgreSQL,
+      OKE, Cache, etc.) accessed FROM Google Cloud via Cross-Cloud
+      Interconnect. The `Database@Google Cloud` entries below are the
+      OPPOSITE direction (Oracle DB running ON GCP, not GCP apps reaching
+      OCI-native services).
+
+      Recommended composition — STOP refining the lookup query, build from:
+        1. A simple VCN baseline (e.g. `start-with-an-oci-virtual-cloud-network`).
+        2. The OCI service in a private subnet behind DRG + FastConnect VC.
+        3. A `GCP <region>` container on the left with `cloud_icon: gcp_compute`
+           (or the relevant GCP service — the renderer maps to mxgraph.gcp2.*
+           the same way it does for AWS).
+
+  - id: newer-oci-services-without-icon
+    triggers:
+      - [redis]
+      - [valkey]
+      - [oci_cache]
+    notice: |
+      OCI Cache with Redis/Valkey is GA after the v24.2 toolkit shipped, so
+      no dedicated ref-arch exists in the catalog and no toolkit icon ships
+      either. Oracle's own multi-service ref archs that DO mention Redis
+      embed inline SVG over the generic database/cache stencil.
+
+      Recommended path — don't keep searching:
+        1. Pick the closest topology BY SHAPE (HA pair, primary+replica,
+           multi-AZ) from the catalog — geometry transfers, names don't.
+        2. Use `type: cache` (or `type: database`) with explicit
+           `label: "OCI Cache (Redis)"`. The renderer's alias table already
+           routes `type: redis` → generic stencil.
+        3. Reference: SKILL.md option 2 step 3 (newer-OCI-services convention).
+
 entries:
 
   # ===== DATABASE — MULTICLOUD (Database@Azure) =====

kb/architecture-center/synonyms.yaml

@@ -0,0 +1,99 @@
+# Query-expansion synonyms for tools/archcenter_pattern_lookup.py
+#
+# Each canonical phrase is expanded with its aliases at query time so
+# free-text searches like "LB HA cross AD" match catalog entries
+# tagged "load balancer", "high availability", "availability domain".
+#
+# Add new entries when a query misses an obvious match. Keep aliases
+# lower-case alphanumeric — the tokenizer drops everything else.
+
+synonyms:
+  # Networking
+  - canonical: load balancer
+    aliases: [lb, lbaas, nlb, network load balancer, application load balancer, alb]
+  - canonical: virtual cloud network
+    aliases: [vcn]
+  - canonical: dynamic routing gateway
+    aliases: [drg]
+  - canonical: internet gateway
+    aliases: [igw]
+  - canonical: nat gateway
+    aliases: [natgw]
+  - canonical: service gateway
+    aliases: [sgw]
+  - canonical: site to site vpn
+    aliases: [vpn, ipsec, ipsec vpn]
+  - canonical: fastconnect
+    aliases: [fc, dx, direct connect, expressroute]
+  - canonical: remote peering connection
+    aliases: [rpc]
+  - canonical: web application firewall
+    aliases: [waf]
+  - canonical: network firewall
+    aliases: [nfw, ngfw]
+
+  # Compute / Containers
+  - canonical: virtual machine
+    aliases: [vm, ec2, gce, compute instance]
+  - canonical: container engine kubernetes
+    aliases: [oke, k8s, kubernetes, eks, gke, aks]
+  - canonical: bare metal
+    aliases: [bm, bms]
+
+  # Database
+  - canonical: autonomous database
+    aliases: [adb, adb-s, adb-d, atp, adw]
+  - canonical: exadata database service
+    aliases: [exacs, exadb, exa, exadata]
+  - canonical: base database service
+    aliases: [base db, dbcs, vm db]
+  - canonical: data guard
+    aliases: [dg, adg, active data guard]
+  - canonical: goldengate
+    aliases: [gg, ogg]
+  - canonical: mysql heatwave
+    aliases: [mysql, heatwave, mysql database service, mds]
+
+  # Availability / DR
+  - canonical: high availability
+    aliases: [ha, maa, maximum availability]
+  - canonical: disaster recovery
+    aliases: [dr, ha-dr, business continuity, bcdr]
+  - canonical: full stack disaster recovery
+    aliases: [fsdr]
+  - canonical: availability domain
+    aliases: [ad, az, availability zone]
+  - canonical: fault domain
+    aliases: [fd]
+  - canonical: cross region
+    aliases: [multi region, multiregion]
+
+  # Multicloud
+  - canonical: oracle database at azure
+    aliases: [odbaa, db at azure, dbaa, oracle@azure, azure-oracle]
+  - canonical: oracle database at aws
+    aliases: [odbaaws, db at aws, oracle@aws, aws-oracle]
+  - canonical: oracle database at google cloud
+    aliases: [odbagcp, db at gcp, oracle@gcp, gcp-oracle]
+
+  # Observability / Security
+  - canonical: monitoring
+    aliases: [mon, metrics]
+  - canonical: logging
+    aliases: [logs]
+  - canonical: cloud guard
+    aliases: [cg]
+  - canonical: data safe
+    aliases: [ds]
+  - canonical: security zone
+    aliases: [maximum security zone, msz]
+
+  # Workloads
+  - canonical: e business suite
+    aliases: [ebs, e-biz]
+  - canonical: peoplesoft
+    aliases: [psft]
+  - canonical: jd edwards
+    aliases: [jde, jd-e]
+  - canonical: artificial intelligence
+    aliases: [ai, gen ai, genai, ml]

kb/compatibility/adb-feature-matrix.yaml

@@ -27,7 +27,7 @@
 # =============================================================================
 
 ---
-last_verified: "2026-03-14"
+last_verified: "2026-04-24"
 maintained_by: "Field Architecture Team"
 
 versions:
@@ -338,6 +338,69 @@ features:
       adb_s:
         "23ai": { status: "GA_CAVEAT", notes: "--resource-pool-summary works on CLI 3.73+. --autonomous-database-maintenance-window has JSON serialization bug on CLI 3.73.1 AND 3.75.0. Must use Console for maintenance window." }
 
+  - name: "Lakehouse External Table Cache / Lake Cache"
+    category: "operations"
+    matrix:
+      adb_s:
+        "23ai":
+          status: "UNTESTED"
+          notes: "Officially documented for Lakehouse workload. Caches external-table data locally to accelerate repeat reads. Field team has not yet validated production behavior."
+          contributor:
+            name: "Codex"
+            team: "Field Architecture"
+            date: "2026-04-24"
+            confidence: "doc-validated"
+        "26ai":
+          status: "UNTESTED"
+          notes: "Documented for AI Lakehouse workload. Expect benefit on repeated reads over external data; validate eviction behavior and cache warmup in benchmarks."
+          contributor:
+            name: "Codex"
+            team: "Field Architecture"
+            date: "2026-04-24"
+            confidence: "doc-validated"
+
+  - name: "Apache Iceberg External Tables"
+    category: "operations"
+    matrix:
+      adb_s:
+        "23ai":
+          status: "LIMITED"
+          notes: "Official docs show support with important caveats: no partitioned Iceberg tables, no credential vending, no query-time time travel, and some snapshot/schema changes require recreating the external table."
+          contributor:
+            name: "Codex"
+            team: "Field Architecture"
+            date: "2026-04-24"
+            confidence: "doc-validated"
+        "26ai":
+          status: "LIMITED"
+          notes: "Same documented limitations as 23ai unless field testing proves otherwise. Treat as fit-for-purpose, not transparent parity with native Iceberg engines."
+          contributor:
+            name: "Codex"
+            team: "Field Architecture"
+            date: "2026-04-24"
+            confidence: "doc-validated"
+
+  - name: "TP / TPURGENT Service Names on Lakehouse"
+    category: "operations"
+    matrix:
+      adb_s:
+        "23ai":
+          status: "UNTESTED"
+          notes: "Need field confirmation by exact release/build. Use docs/release notes before promising availability on older estates."
+          contributor:
+            name: "Codex"
+            team: "Field Architecture"
+            date: "2026-04-24"
+            confidence: "doc-validated"
+        "26ai":
+          status: "GA_CAVEAT"
+          notes: "Officially released for Lakehouse workload. Useful to explain mixed-workload support, but benchmark service behavior under real concurrency before positioning as OLTP-equivalent."
+          contributor:
+            name: "Codex"
+            team: "Field Architecture"
+            date: "2026-04-24"
+            confidence: "doc-validated"
+
 # =============================================================================
 # HOW TO ADD A NEW FEATURE
 # =============================================================================

kb/diagram/assets/archcenter-refs-index.json

@@ -0,0 +1,568 @@
+{
+  "cache_dir_mtime": 1777171657.6658223,
+  "entries": {
+    "active-data-guard-far-sync-dba-oracle": {
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+      "png": "kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-dba-oracle/active-data-guard-far-sync-dba.png",
+      "svg": "kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-dba-oracle/active-data-guard-far-sync-dba.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-dba-oracle/_template.yaml"
+    },
+    "active-data-guard-far-sync-oracle-db-at-azure": {
+      "drawio": "kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure/active-data-guard-far-sync-dba-oracle/active-data-guard-far-sync-dba.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure/active-data-guard-far-sync-dba-oracle/active-data-guard-far-sync-dba.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure/_template.yaml"
+    },
+    "ai-fraud-detection": {
+      "drawio": "kb/diagram/assets/archcenter-refs/ai-fraud-detection/ai-fraud-detection-flow-oracle/ai-fraud-detection-flow.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/ai-fraud-detection/ai-fraud-detection-flow-oracle/ai-fraud-detection-flow.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/ai-fraud-detection/_template.yaml"
+    },
+    "analytics-pipeline-db-at-azure": {
+      "drawio": "kb/diagram/assets/archcenter-refs/analytics-pipeline-db-at-azure/data-lake-db-at-azure-medallion-oracle/data-lake-db-at-azure-medallion.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/analytics-pipeline-db-at-azure/data-lake-db-at-azure-medallion-oracle/data-lake-db-at-azure-medallion.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/analytics-pipeline-db-at-azure/_template.yaml"
+    },
+    "autonomous-database-db-at-azure-diagram-oracle": {
+      "drawio": "kb/diagram/assets/archcenter-refs/autonomous-database-db-at-azure-diagram-oracle/autonomous-database-db-at-azure-diagram.drawio",
+      "png": "kb/diagram/assets/archcenter-refs/autonomous-database-db-at-azure-diagram-oracle/autonomous-database-db-at-azure-diagram.png",
+      "svg": "kb/diagram/assets/archcenter-refs/autonomous-database-db-at-azure-diagram-oracle/autonomous-database-db-at-azure-diagram.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/autonomous-database-db-at-azure-diagram-oracle/_template.yaml"
+    },
+    "azure-pipeline-exacs-dbazure": {
+      "drawio": "kb/diagram/assets/archcenter-refs/azure-pipeline-exacs-dbazure/exadata-database-service-oracle/exadata-database-service.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/azure-pipeline-exacs-dbazure/exadata-database-service-oracle/exadata-database-service.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/azure-pipeline-exacs-dbazure/_template.yaml"
+    },
+    "back-up-base-database-zero-data-loss-recovery": {
+      "drawio": "kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/base-database-recovery-backup-architecture/base-database-recovery-backup-architecture.drawio",
+      "png": "kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/base-database-recovery-backup-architecture/base-database-recovery-backup-architecture.png",
+      "svg": "kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/base-database-recovery-backup-architecture/base-database-recovery-backup-architecture.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/_template.yaml"
+    },
+    "back-up-exadata-dedicated-zero-data-loss-recovery": {
+      "drawio": "kb/diagram/assets/archcenter-refs/back-up-exadata-dedicated-zero-data-loss-recovery/exadata-dedicated-recovery-backup-architecture/exadata-dedicated-recovery-backup-architecture.drawio",
+      "png": "kb/diagram/assets/archcenter-refs/back-up-exadata-dedicated-zero-data-loss-recovery/exadata-dedicated-recovery-backup-architecture/exadata-dedicated-recovery-backup-architecture.png",
+      "svg": "kb/diagram/assets/archcenter-refs/back-up-exadata-dedicated-zero-data-loss-recovery/exadata-dedicated-recovery-backup-architecture/exadata-dedicated-recovery-backup-architecture.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/back-up-exadata-dedicated-zero-data-loss-recovery/_template.yaml"
+    },
+    "bread-multicloud-on-oci": {
+      "drawio": "kb/diagram/assets/archcenter-refs/bread-multicloud-on-oci/peoplesoft-migration-process-oracle/peoplesoft-migration-process.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/bread-multicloud-on-oci/peoplesoft-migration-process-oracle/peoplesoft-migration-process.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/bread-multicloud-on-oci/_template.yaml"
+    },
+    "cicd-pipeline-oci-functions": {
+      "drawio": "kb/diagram/assets/archcenter-refs/cicd-pipeline-oci-functions/cicd-deploy-oci-functions-oracle/cicd-deploy-oci-functions.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/cicd-pipeline-oci-functions/cicd-deploy-oci-functions-oracle/cicd-deploy-oci-functions.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/cicd-pipeline-oci-functions/_template.yaml"
+    },
+    "cis-oci-benchmark": {
+      "drawio": "kb/diagram/assets/archcenter-refs/cis-oci-benchmark/oci-core-landingzone-oracle/oci-core-landingzone.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/cis-oci-benchmark/oci-core-landingzone-oracle/oci-core-landingzone.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/cis-oci-benchmark/_template.yaml"
+    },
+    "cloud-native-dicom-on-oci": {
+      "drawio": "kb/diagram/assets/archcenter-refs/cloud-native-dicom-on-oci/oci-dicom-store-oracle/oci-dicom-store.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/cloud-native-dicom-on-oci/oci-dicom-store-oracle/oci-dicom-store.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/cloud-native-dicom-on-oci/_template.yaml"
+    },
+    "cloud-native-ecommerce": {
+      "drawio": "kb/diagram/assets/archcenter-refs/cloud-native-ecommerce/mushop-infrastructure-expand-oracle/mushop-infrastructure-expand.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/cloud-native-ecommerce/mushop-infrastructure-expand-oracle/mushop-infrastructure-expand.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/cloud-native-ecommerce/_template.yaml"
+    },
+    "config-jde-dr-fsdr": {
+      "drawio": "kb/diagram/assets/archcenter-refs/config-jde-dr-fsdr/jde-dr-fsdr/jde-dr-fsdr.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/config-jde-dr-fsdr/jde-dr-fsdr/jdr-dr-fsdr.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/config-jde-dr-fsdr/_template.yaml"
+    },
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+      "drawio": "kb/diagram/assets/archcenter-refs/connect-azure-kube-with-oracle/azure-kube-with-exadata-db-oracle/azure-kube-with-exadata-db.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/connect-azure-kube-with-oracle/azure-kube-with-exadata-db-oracle/azure-kube-with-exadata-db.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/connect-azure-kube-with-oracle/_template.yaml"
+    },
+    "cross-az-dr-oracle": {
+      "drawio": "kb/diagram/assets/archcenter-refs/cross-az-dr-oracle/cross-az-dr.drawio",
+      "png": "kb/diagram/assets/archcenter-refs/cross-az-dr-oracle/cross-az-dr.png",
+      "svg": "kb/diagram/assets/archcenter-refs/cross-az-dr-oracle/cross-az-dr.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/cross-az-dr-oracle/_template.yaml"
+    },
+    "cross-region-dr-essbase-oci": {
+      "drawio": "kb/diagram/assets/archcenter-refs/cross-region-dr-essbase-oci/essbase-oci-cross-region-dr-oracle/essbase-oci-cross-region-dr.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/cross-region-dr-essbase-oci/essbase-oci-cross-region-dr-oracle/essbase-oci-cross-region-dr.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/cross-region-dr-essbase-oci/_template.yaml"
+    },
+    "data-application-integration-workloads": {
+      "drawio": "kb/diagram/assets/archcenter-refs/data-application-integration-workloads/integration-architecture-pattern-1-oracle/integration-architecture-pattern-1.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/data-application-integration-workloads/integration-architecture-pattern-1-oracle/integration-architecture-pattern-1.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/data-application-integration-workloads/_template.yaml"
+    },
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+      "svg": "kb/diagram/assets/archcenter-refs/data-platform-decentralized/decentralized-data-platform-logical-oracle/decentralized-data-platform-logical.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/data-platform-decentralized/_template.yaml"
+    },
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+      "svg": "kb/diagram/assets/archcenter-refs/data-platform-lakehouse/lakehouse-architecture-oracle/lakehouse-architecture.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/data-platform-lakehouse/_template.yaml"
+    },
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+    },
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+      "drawio": "kb/diagram/assets/archcenter-refs/data-safe-multicloud-ods-hybrid/datasafe-multi-odsa-01/datasafe-multi-odsa-01.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/data-safe-multicloud-ods-hybrid/datasafe-multi-odsa-01/datasafe-multi-odsa-01.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/data-safe-multicloud-ods-hybrid/_template.yaml"
+    },
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+      "svg": "kb/diagram/assets/archcenter-refs/dataguard-exadata-dedicated-infrastructure/exadata-dedicated-cross-region-dataguard/exadata-dedicated-cross-region-dataguard.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/dataguard-exadata-dedicated-infrastructure/_template.yaml"
+    },
+    "deploy-adb-db-at-google-cloud": {
+      "drawio": "kb/diagram/assets/archcenter-refs/deploy-adb-db-at-google-cloud/adb-oracle-db-at-google-cloud-region-oracle/adb-oracle-db-at-google-cloud-region.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/deploy-adb-db-at-google-cloud/adb-oracle-db-at-google-cloud-region-oracle/adb-oracle-db-at-google-cloud-region.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/deploy-adb-db-at-google-cloud/_template.yaml"
+    },
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+      "yaml": "kb/diagram/assets/archcenter-refs/deploy-agentic-ai-agent-platform/_template.yaml"
+    },
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+      "drawio": "kb/diagram/assets/archcenter-refs/deploy-ai-powered-chatbot/deploy-ai-chatbot-arch/deploy-ai-chatbot-arch/deploy-ai-chatbot-arch.drawio",
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+      "yaml": "kb/diagram/assets/archcenter-refs/deploy-ai-powered-chatbot/_template.yaml"
+    },
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+      "yaml": "kb/diagram/assets/archcenter-refs/deploy-autonomous-database-and-app/_template.yaml"
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+      "yaml": "kb/diagram/assets/archcenter-refs/deploy-ebs-on-db-at-azure/_template.yaml"
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+      "yaml": "kb/diagram/assets/archcenter-refs/deploy-gitops-argocd-oke/_template.yaml"
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+      "drawio": "kb/diagram/assets/archcenter-refs/multi-tenant-app-deploy/multi-tenant-app-oci-oracle/multi-tenant-app-oci.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/multi-tenant-app-deploy/multi-tenant-app-oci-oracle/multi-tenant-app-oci.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/multi-tenant-app-deploy/_template.yaml"
+    },
+    "network-topology-oracle-database-at-aws": {
+      "drawio": "kb/diagram/assets/archcenter-refs/network-topology-oracle-database-at-aws/db-at-aws-main-arch-oracle/db-at-aws-main-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/network-topology-oracle-database-at-aws/db-at-aws-main-arch-oracle/db-at-aws-main-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/network-topology-oracle-database-at-aws/_template.yaml"
+    },
+    "network-topology-oracle-database-at-google-cloud": {
+      "drawio": "kb/diagram/assets/archcenter-refs/network-topology-oracle-database-at-google-cloud/google-detailed-arch-oracle/google-detailed-arch-oracle/google-detailed-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/network-topology-oracle-database-at-google-cloud/google-detailed-arch-oracle/google-detailed-arch-oracle/google-detailed-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/network-topology-oracle-database-at-google-cloud/_template.yaml"
+    },
+    "oci-ai-healthcare": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-ai-healthcare/oci-ai-healthcare_arch-oracle/oci-ai-healthcare-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-ai-healthcare/oci-ai-healthcare_arch-oracle/oci-ai-healthcare-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-ai-healthcare/_template.yaml"
+    },
+    "oci-azure-multicloud-data-solution": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-azure-multicloud-data-solution/oci-azure-multicloud-data-solution-diagram-oracle/oci-azure-multicloud-data-solution-diagram.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-azure-multicloud-data-solution/oci-azure-multicloud-data-solution-diagram-oracle/oci-azure-multicloud-data-solution-diagram.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-azure-multicloud-data-solution/_template.yaml"
+    },
+    "oci-best-practices-networking": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-best-practices-networking/multi-region-deployment-full-arch-oracle/multi-region-deployment-full-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-best-practices-networking/multi-region-deployment-full-arch-oracle/multi-region-deployment-full-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-best-practices-networking/_template.yaml"
+    },
+    "oci-cpu-inference-ollama": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-cpu-inference-ollama/ollama-blueprint-architecture-oracle/ollama-blueprint-architecture.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-cpu-inference-ollama/ollama-blueprint-architecture-oracle/ollama-blueprint-architecture.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-cpu-inference-ollama/_template.yaml"
+    },
+    "oci-genai-enterprise": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-genai-enterprise/oci-genai-enterprise-arch-oracle/oci-genai-enterprise-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-genai-enterprise/oci-genai-enterprise-arch-oracle/oci-genai-enterprise-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-genai-enterprise/_template.yaml"
+    },
+    "oci-generative-ai-llm-platforms": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-generative-ai-llm-platforms/ai-llm-workflow-architecture-oracle/ai-llm-workflow-architecture.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-generative-ai-llm-platforms/ai-llm-workflow-architecture-oracle/ai-llm-workflow-architecture.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-generative-ai-llm-platforms/_template.yaml"
+    },
+    "oci-multicloud-datalake": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-multicloud-datalake/oci-multicloud-datalake-flow-oracle/oci_multicloud_datalake_flow.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-multicloud-datalake/oci-multicloud-datalake-flow-oracle/oci_multicloud_datalake_flow.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-multicloud-datalake/_template.yaml"
+    },
+    "oci-multicloud-genai-rag": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-multicloud-genai-rag/multicloud-genai-rag-architecture-oracle/multicloud-genai-rag-architecture.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-multicloud-genai-rag/multicloud-genai-rag-architecture-oracle/multicloud-genai-rag-architecture.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-multicloud-genai-rag/_template.yaml"
+    },
+    "oci-nlb-palo-alto-active-active": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-nlb-palo-alto-active-active/oci-nlb-palo-alto-active-active-arch-oracle/oci-nlb-palo-alto-active-active-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-nlb-palo-alto-active-active/oci-nlb-palo-alto-active-active-arch-oracle/oci-nlb-palo-alto-active-active-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-nlb-palo-alto-active-active/_template.yaml"
+    },
+    "oci-oad-kafka-oi": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-oad-kafka-oi/oci-oad-kafka-oi-oracle/oci-oad-kafka-oi.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-oad-kafka-oi/oci-oad-kafka-oi-oracle/oci-oad-kafka-oi.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-oad-kafka-oi/_template.yaml"
+    },
+    "oci-object-storage-modernization": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-object-storage-modernization/oci-object-storage-modernization-arch-after-oracle/oci-object-storage-modernization-arch-after.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-object-storage-modernization/oci-object-storage-modernization-arch-after-oracle/oci-object-storage-modernization-arch-after.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-object-storage-modernization/_template.yaml"
+    },
+    "oci-ops-insights-and-em-bridge": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-ops-insights-and-em-bridge/oci-ops-insights-diagram-oracle/oci-ops-insights-diagram.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-ops-insights-and-em-bridge/oci-ops-insights-diagram-oracle/oci-ops-insights-diagram.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-ops-insights-and-em-bridge/_template.yaml"
+    },
+    "oci-security-zones": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-security-zones/MSZ-01-oracle/MSZ-01.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-security-zones/MSZ-01-oracle/MSZ-01.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-security-zones/_template.yaml"
+    },
+    "oci-speech-meeting-insights-genai": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oci-speech-meeting-insights-genai/oci-speech-adb-ai-arch-oracle/oci-speech-adb-ai-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oci-speech-meeting-insights-genai/oci-speech-adb-ai-arch-oracle/oci-speech-adb-ai-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oci-speech-meeting-insights-genai/_template.yaml"
+    },
+    "ocvs-vsan-stretched-cluster": {
+      "drawio": "kb/diagram/assets/archcenter-refs/ocvs-vsan-stretched-cluster/ocvs-vsan-stretched-cluster-oracle/ocvs-vsan-stretched-cluster.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/ocvs-vsan-stretched-cluster/ocvs-vsan-stretched-cluster-oracle/ocvs-vsan-stretched-cluster.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/ocvs-vsan-stretched-cluster/_template.yaml"
+    },
+    "oracle-adb-jde-exadata": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oracle-adb-jde-exadata/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oracle-adb-jde-exadata/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oracle-adb-jde-exadata/_template.yaml"
+    },
+    "oracle-adb-jde-exadata-arch-oracle": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.drawio",
+      "png": "kb/diagram/assets/archcenter-refs/oracle-adb-jde-exadata-arch-oracle/rendered.png",
+      "svg": "kb/diagram/assets/archcenter-refs/oracle-adb-jde-exadata-arch-oracle/oracle-adb-jde-exadata-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oracle-adb-jde-exadata-arch-oracle/_template.yaml"
+    },
+    "oracle-db-at-azure-migration": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oracle-db-at-azure-migration/oracle-db-at-azure-zdm-oracle/oracle-db-at-azure-zdm.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oracle-db-at-azure-migration/oracle-db-at-azure-zdm-oracle/oracle-db-at-azure-zdm.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oracle-db-at-azure-migration/_template.yaml"
+    },
+    "oracle-db-at-azure-streaming": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oracle-db-at-azure-streaming/oracle-db-at-azure-streaming-oracle/oracle-db-at-azure-streaming.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oracle-db-at-azure-streaming/oracle-db-at-azure-streaming-oracle/oracle-db-at-azure-streaming.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oracle-db-at-azure-streaming/_template.yaml"
+    },
+    "oracle-db-at-google-cloud-migration": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oracle-db-at-google-cloud-migration/oracle_database_at_google_cloud_w_zdm-oracle/oracle_database_at_google_cloud_w_zdm.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oracle-db-at-google-cloud-migration/oracle_database_at_google_cloud_w_zdm-oracle/oracle_database_at_google_cloud_w_zdm.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oracle-db-at-google-cloud-migration/_template.yaml"
+    },
+    "oracle-maa-db-at-azure": {
+      "drawio": "kb/diagram/assets/archcenter-refs/oracle-maa-db-at-azure/cross-az-dr-oracle/cross-az-dr.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/oracle-maa-db-at-azure/cross-az-dr-oracle/cross-az-dr.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/oracle-maa-db-at-azure/_template.yaml"
+    },
+    "phased-migration-to-oracle-dba": {
+      "drawio": "kb/diagram/assets/archcenter-refs/phased-migration-to-oracle-dba/logical-architecture-diagram-oracle/logical-architecture-diagram.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/phased-migration-to-oracle-dba/logical-architecture-diagram-oracle/logical-architecture-diagram.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/phased-migration-to-oracle-dba/_template.yaml"
+    },
+    "private-dns": {
+      "drawio": "kb/diagram/assets/archcenter-refs/private-dns/architecture-deploy-private-dns/architecture-deploy-private-dns/architecture-deploy-private-dns.drawio",
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+      "yaml": "kb/diagram/assets/archcenter-refs/private-dns/_template.yaml"
+    },
+    "remote-synchronous-block-replication-oci": {
+      "drawio": "kb/diagram/assets/archcenter-refs/remote-synchronous-block-replication-oci/remote-synchronous-block-replication-diagram-oracle/remote-synchronous-block-replication-diagram.drawio",
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+      "yaml": "kb/diagram/assets/archcenter-refs/remote-synchronous-block-replication-oci/_template.yaml"
+    },
+    "rep-fusion-saas-third-party-dw": {
+      "drawio": "kb/diagram/assets/archcenter-refs/rep-fusion-saas-third-party-dw/fusion-saas-to-snowflake-arch-oracle/fusion-saas-to-snowflake-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/rep-fusion-saas-third-party-dw/fusion-saas-to-snowflake-arch-oracle/fusion-saas-to-snowflake-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/rep-fusion-saas-third-party-dw/_template.yaml"
+    },
+    "run-quantized-gguf-llm-ampere-cluster": {
+      "drawio": "kb/diagram/assets/archcenter-refs/run-quantized-gguf-llm-ampere-cluster/gen-ai-ampere-gguf-llm-arch/gen-ai-ampere-gguf-llm-arch/gen-ai-ampere-gguf-llm-arch.drawio",
+      "png": "kb/diagram/assets/archcenter-refs/run-quantized-gguf-llm-ampere-cluster/gen-ai-ampere-gguf-llm-arch/gen-ai-ampere-gguf-llm-arch/gen-ai-ampere-gguf-llm-arch.png",
+      "svg": "kb/diagram/assets/archcenter-refs/run-quantized-gguf-llm-ampere-cluster/gen-ai-ampere-gguf-llm-arch/gen-ai-ampere-gguf-llm-arch/gen-ai-ampere-gguf-llm-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/run-quantized-gguf-llm-ampere-cluster/_template.yaml"
+    },
+    "secure-backup-oci-object-storage": {
+      "drawio": "kb/diagram/assets/archcenter-refs/secure-backup-oci-object-storage/secure-backup-oci-object-storage-oracle/secure-backup-oci-object-storage.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/secure-backup-oci-object-storage/secure-backup-oci-object-storage-oracle/secure-backup-oci-object-storage.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/secure-backup-oci-object-storage/_template.yaml"
+    },
+    "select-ai-apex-framework": {
+      "drawio": "kb/diagram/assets/archcenter-refs/select-ai-apex-framework/hallucination-reduction-workflow-oracle/hallucination-reduction-workflow.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/select-ai-apex-framework/hallucination-reduction-workflow-oracle/hallucination-reduction-workflow.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/select-ai-apex-framework/_template.yaml"
+    },
+    "takamol-on-oci": {
+      "drawio": "kb/diagram/assets/archcenter-refs/takamol-on-oci/takamol-on-oci-arch-oracle/takamol-on-oci-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/takamol-on-oci/takamol-on-oci-arch-oracle/takamol-on-oci-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/takamol-on-oci/_template.yaml"
+    },
+    "tharseo-data-platform-on-oci": {
+      "drawio": "kb/diagram/assets/archcenter-refs/tharseo-data-platform-on-oci/tharseo-data-platform-on-oci-arch-oracle/tharseo-data-platform-on-oci-arch.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/tharseo-data-platform-on-oci/tharseo-data-platform-on-oci-arch-oracle/tharseo-data-platform-on-oci-arch.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/tharseo-data-platform-on-oci/_template.yaml"
+    },
+    "wls-on-oke-marketplace": {
+      "drawio": "kb/diagram/assets/archcenter-refs/wls-on-oke-marketplace/wls-oke-marketplace-oracle/wls-oke-marketplace.drawio",
+      "svg": "kb/diagram/assets/archcenter-refs/wls-on-oke-marketplace/wls-oke-marketplace-oracle/wls-oke-marketplace.svg",
+      "yaml": "kb/diagram/assets/archcenter-refs/wls-on-oke-marketplace/_template.yaml"
+    }
+  }
+}

kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-dba-oracle/_template.yaml

@@ -0,0 +1,555 @@
+# Auto-extracted absolute_layout template from
+#   kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-dba-oracle/active-data-guard-far-sync-dba.drawio
+# Source: Oracle Architecture Center reference (canonical geometry).
+# Use this as the starting scaffold for a new spec — copy, rename ids,
+# and replace `type: TODO_identify` on services with the right OCI
+# type alias (adb_s, drg, fastconnect, etc.). Container coords and
+# edge waypoints are Oracle's canonical layout; preserve unless the
+# customer's topology requires a change.
+absolute_layout:
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+    width: 850
+    height: 1100
+  containers:
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+    type: region
+    label: ''
+    x: 652
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+    type: region
+    label: ''
+    x: 652
+    y: 585
+    w: 676
+    h: 447
+  - id: c5
+    type: region
+    label: ''
+    x: 965
+    y: 686
+    w: 105
+    h: 36
+  - id: c50
+    type: region
+    label: ''
+    x: 818
+    y: 161
+    w: 99
+    h: 14
+  - id: c53
+    type: region
+    label: ''
+    x: 818
+    y: 855
+    w: 99
+    h: 14
+  - id: c70
+    type: region
+    label: ''
+    x: 1150
+    y: 377
+    w: 2
+    h: 63
+  - id: c74
+    type: region
+    label: ''
+    x: 1150
+    y: 657
+    w: 2
+    h: 63
+  - id: c54
+    type: region
+    label: ''
+    x: 776
+    y: 855
+    w: 2
+    h: 50
+  - id: c58
+    type: region
+    label: ''
+    x: 956
+    y: 855
+    w: 2
+    h: 50
+  - id: c62
+    type: region
+    label: ''
+    x: 776
+    y: 161
+    w: 2
+    h: 50
+  - id: c66
+    type: region
+    label: ''
+    x: 956
+    y: 161
+    w: 2
+    h: 50
+  services:
+  - id: s3
+    type: TODO_identify
+    label: ''
+    x: 582
+    y: 34
+    w: 28
+    h: 31
+  - id: s7
+    type: TODO_identify
+    label: ''
+    x: 725
+    y: 77
+    w: 42
+    h: 40
+  - id: s6
+    type: TODO_identify
+    label: ''
+    x: 726
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+    w: 41
+    h: 39
+  - id: s8
+    type: TODO_identify
+    label: ''
+    x: 726
+    y: 78
+    w: 40
+    h: 38
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+    type: TODO_identify
+    label: ''
+    x: 676
+    y: 106
+    w: 41
+    h: 41
+  - id: s13
+    type: TODO_identify
+    label: ''
+    x: 676
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+    h: 42
+  - id: s14
+    type: TODO_identify
+    label: ''
+    x: 677
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+    w: 29
+    h: 26
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+    label: ''
+    x: 1260
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+    w: 41
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+    type: TODO_identify
+    label: ''
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+    w: 42
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+    type: TODO_identify
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+    x: 1261
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+    w: 29
+    h: 26
+  - id: s64
+    type: TODO_identify
+    label: ''
+    x: 756
+    y: 149
+    w: 42
+    h: 42
+  - id: s68
+    type: TODO_identify
+    label: ''
+    x: 936
+    y: 149
+    w: 42
+    h: 42
+  - id: s63
+    type: TODO_identify
+    label: ''
+    x: 757
+    y: 150
+    w: 40
+    h: 40
+  - id: s67
+    type: TODO_identify
+    label: ''
+    x: 937
+    y: 150
+    w: 40
+    h: 40
+  - id: s65
+    type: TODO_identify
+    label: ''
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+    w: 38
+    h: 38
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+    type: TODO_identify
+    label: ''
+    x: 938
+    y: 151
+    w: 38
+    h: 38
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+    type: TODO_identify
+    label: ''
+    x: 500
+    y: 212
+    w: 48
+    h: 63
+  - id: s35
+    type: TODO_identify
+    label: ''
+    x: 1119
+    y: 212
+    w: 63
+    h: 63
+  - id: s34
+    type: TODO_identify
+    label: ''
+    x: 1120
+    y: 213
+    w: 62
+    h: 62
+  - id: s36
+    type: TODO_identify
+    label: ''
+    x: 1121
+    y: 214
+    w: 60
+    h: 60
+  - id: s19
+    type: TODO_identify
+    label: ''
+    x: 676
+    y: 241
+    w: 42
+    h: 42
+  - id: s18
+    type: TODO_identify
+    label: ''
+    x: 676
+    y: 242
+    w: 41
+    h: 41
+  - id: s20
+    type: TODO_identify
+    label: ''
+    x: 677
+    y: 256
+    w: 29
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kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure.html

@@ -0,0 +1,297 @@
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+               <li property="itemListElement" typeof="ListItem"><a href="index.html" property="item" typeof="WebPage"><span property="name">Deploy Active Data Guard Far Sync to protect data across Oracle Database@Azure regions</span></a></li>
+               <li class="active" property="itemListElement" typeof="ListItem">Learn about Deploying Active Data Guard Far Sync</li>
+            </ol>
+            <a id="GUID-D17BA324-11FB-488B-976A-24D25CDFD6BB" name="GUID-D17BA324-11FB-488B-976A-24D25CDFD6BB"></a>
+            
+            <h2 id="IAIGF-GUID-D17BA324-11FB-488B-976A-24D25CDFD6BB" class="sect2">Learn about Deploying <span>Active Data Guard Far Sync</span></h2>
+         </header>
+         <div class="ind">
+            <div>
+               <p><span>Oracle Database@Azure</span> enables you to run your mission-critical Oracle databases using <span>Oracle Exadata Database Service on Dedicated
+                                Infrastructure</span> in <span>Microsoft Azure</span>'s data center.
+               </p>
+               <p>Take advantage of the built-in high availability, performance, and
+            scalability of <span>Oracle Exadata Database
+                        Service</span> and <span>Oracle Real Application Clusters (Oracle
+                        RAC)</span> while benefiting from low latency for <span>Azure</span> applications.
+               </p>
+               <p>Extending the architecture with a standby database hosted on another Exadata
+            virtual machine (VM) cluster provides disaster recovery (DR) protection against database
+            and cluster failures. Placing the standby in a different <span>Azure</span> availability zone (AZ) further enhances the solution, ensuring protection against an
+            entire AZ failure. For comprehensive regional disaster recovery, the standby database
+            should be deployed in a separate region.
+               </p>
+               <p><span>Oracle Data Guard</span> enables you to synchronously transport the redo to the standby database to ensure
+            zero data loss. However, when the standby database is geographically too far, the
+            latency increases, impacting the commit response time and the transaction throughput at
+            the primary database. <span>Active Data Guard Far Sync</span> can ensure zero data loss at any distance with minimal impact on the primary database
+            performance. Far Sync, a lightweight instance, provides synchronous redo protection and
+            zero data loss fail over without requiring a synchronous local standby database.
+               </p>
+            </div>
+            <div class="sect2"><a id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2" name="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2"></a><h3 id="IAIGF-GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2" class="sect3">Architecture</h3>
+               <div>
+                  <p>This reference architecture shows a cross-region disaster recovery with <span>Active Data Guard</span>.
+                  </p>
+                  <p>Two <span>Active Data Guard</span> far sync instances are created in the corresponding <span>Oracle Cloud
+                                Infrastructure</span> (OCI) regions. The primary database in Toronto sends the redo data in SYNC mode to
+            the local far sync instance in Toronto, which forwards the redo data in ASYNC mode to
+            the standby database in the remote Sydney region.
+                  </p>
+                  <p>After a role switch and the database in Sydney becomes the primary, it sends
+            the redo data in SYNC mode to its local far sync instance in Sydney, which forwards the
+            redo data in ASYNC mode to the standby database in the remote Toronto region.</p>
+                  <p>The <span>Oracle Exadata Database
+                        Service</span> on the <span>Oracle Database@Azure</span> network is connected to the Exadata client subnet using a dynamic routing gateway
+            (DRG) managed by Oracle. A DRG is also required to create a peer connection between VCNs
+            in different regions. Because only one DRG is allowed per VCN in OCI, a second VCN with
+            its own DRG is required to connect the primary and standby VCNs in each region.
+                  </p>
+                  <p>The application is replicated across regions to access the database in the same region
+            and achieve the lowest latency and highest performance.</p>
+                  <p>The following diagram illustrates this reference architecture.</p><br><div class="imageleft"><img class="imageleft" id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__IMAGE_OPD_T33_C2C" height="977" width="1256" src="img/active-data-guard-far-sync-dba.png" alt="Description of active-data-guard-far-sync-dba.png follows" title="Description of active-data-guard-far-sync-dba.png follows" longdesc="img_text/active-data-guard-far-sync-dba.html"><br><a href="img_text/active-data-guard-far-sync-dba.html">Description of the illustration active-data-guard-far-sync-dba.png</a></div><br><p><a href="img/active-data-guard-far-sync-dba-oracle.zip" class="de-download">active-data-guard-far-sync-dba-oracle.zip</a></p>
+                  <p><span>Microsoft Azure</span> provides the following components:
+                  </p>
+                  <ul style="list-style-type: disc;" id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__UL_HZN_W33_C2C">
+                     <li><span class="bold">Azure Region</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e198">An <span>Azure</span> region is a geographical area in which one or more
+                                        physical <span>Azure</span> data centers, called availability zones, reside. Regions
+                                        are independent of other regions, and vast distances can
+                                        separate them (across countries or even continents).
+                        </p>
+                        <p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e205"><span>Azure</span> and OCI regions are localized geographic areas. For <span>Oracle Database@Azure</span>, an <span>Azure</span> region is connected to an OCI region, with availability
+                                        zones (AZs) in <span>Azure</span> connected to availability domains (ADs) in OCI. <span>Azure</span> and OCI region pairs are selected to minimize distance
+                                        and
+                                latency.
+                        </p>
+                     </li>
+                     <li><span class="bold">Azure VNet</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e267">Microsoft Azure Virtual Network (VNet) is
+                                        the fundamental building block for your private network in
+                                        Azure. VNet enables many types of Azure resources, such as
+                                        Azure virtual machines (VM), to securely communicate with
+                                        each other, the internet, and on-premises networks.</p>
+                     </li>
+                     <li><span class="bold">Azure Delegated Subnet</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e280">Subnet delegation is
+                                        Microsoft's ability to inject a managed service,
+                                        specifically a platform-as-a-service (PaaS) service,
+                                        directly into your virtual network. This allows you to
+                                        designate or delegate a subnet to be a home for an external
+                                        managed service inside of your virtual network, such that
+                                        external service acts as a virtual network resource, even
+                                        though it is an external PaaS service.</p>
+                     </li>
+                     <li><span class="bold">Azure VNIC</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e273">The services in Azure
+                                        data centers have physical network interface cards (NICs).
+                                        Virtual machine instances communicate using virtual NICs
+                                        (VNICs) associated with the physical NICs. Each instance has
+                                        a primary VNIC that's automatically created and attached
+                                        during launch and is available during the instance's
+                                        lifetime.</p>
+                     </li>
+                  </ul>
+                  <p><span>Oracle Cloud
+                                Infrastructure</span> provides the following components:
+                  </p>
+                  <ul style="list-style-type: disc;" id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__UL_FMY_1J3_C2C">
+                     <li><span class="bold">Region</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1136">An <span>Oracle Cloud
+                                Infrastructure</span> region is a localized geographic area that contains one or more data centers, called availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
+                        </p>
+                     </li>
+                     <li><span class="bold">Virtual cloud network (VCN) and subnet</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1268">A VCN is a customizable, software-defined network that you set up in an <span>Oracle Cloud
+                                Infrastructure</span> region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private. 
+                        </p>
+                     </li>
+                     <li><span class="bold">Route table</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1159">Virtual route tables contain rules to route traffic from subnets to destinations outside a VCN, typically through gateways.</p>
+                     </li>
+                     <li><span class="bold">Security list</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1165">For each subnet, you can create security rules that specify the source, destination, and type of traffic that must be allowed in and out of the subnet.</p>
+                     </li>
+                     <li><span class="bold">Dynamic routing gateway (DRG)</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e437">The DRG is a virtual router that provides a path for private network traffic between VCNs in the same region, between a VCN and a network outside the region, such as a VCN in another <span>Oracle Cloud
+                                Infrastructure</span> region, an on-premises network, or a network in another cloud provider.
+                        </p>
+                     </li>
+                     <li><span class="bold">Local peering gateway (LPG)</span><p>An LPG enables you to peer one VCN with another
+                    VCN in the same region. Peering means the VCNs communicate using private IP
+                    addresses, without the traffic traversing the internet or routing through your
+                    on-premises network.</p>
+                     </li>
+                     <li><span class="bold">Data Guard</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e285"><span>Oracle Data Guard</span> and Oracle Active Data Guard provide a comprehensive set of services that create, maintain, manage, and monitor one or more standby databases and that enable production Oracle databases to remain available without interruption. <span>Oracle Data Guard</span> maintains these standby databases as copies of the production database by using in-memory replication. If the production database becomes unavailable due to a planned or an unplanned outage, <span>Oracle Data Guard</span> can switch any standby database to the production role, minimizing the downtime associated with the outage. Oracle Active Data Guard provides the additional ability to offload read-mostly workloads to standby databases and also provides advanced data protection features.
+                        </p>
+                     </li>
+                     <li><span class="bold"><span>Active Data Guard Far Sync</span></span><p>Oracle <span>Active Data Guard Far Sync</span> is a lightweight Oracle database instance that receives redo data
+                    synchronously from the primary database and forwards it asynchronously to one or
+                    more standby databases. It ensures zero data loss at any distance with minimal
+                    impact on the primary database performance and without requiring a local
+                    synchronous standby database.
+                        </p>
+                     </li>
+                     <li><span class="bold">Exadata Database Service on Dedicated Infrastructure</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e499"><span>Oracle Exadata Database Service on Dedicated
+                                Infrastructure</span> enables you to leverage the power of Exadata in
+                                                  the cloud. <span>Oracle Exadata Database
+                        Service</span> delivers proven <span>Oracle Database</span> capabilities on purpose-built, optimized Oracle
+                                                  Exadata infrastructure in the public cloud.
+                                                  Built-in cloud automation, elastic resource
+                                                  scaling, security, and fast performance for all
+                                                  <span>Oracle Database</span> workloads helps you simplify management and
+                                                  reduce costs.
+                        </p>
+                     </li>
+                     <li><span class="bold"><span>Oracle Database@Azure</span></span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e918"><span>Oracle Database@Azure</span> is the Oracle Database service (<span>Oracle Exadata Database Service on Dedicated
+                                Infrastructure</span> and <span>Oracle Autonomous Database Serverless</span>) running on <span>Oracle Cloud
+                                Infrastructure</span> (OCI), deployed in Microsoft Azure data centers. The service offers features and price parity with OCI. Purchase the service on Azure Marketplace.
+                        </p>
+                        <p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e927"><span>Oracle Database@Azure</span> integrates <span>Oracle Exadata Database
+                        Service</span>, <span>Oracle Real Application Clusters (Oracle
+                        RAC)</span>, and <span>Oracle Data Guard</span> technologies into the Azure platform. Users manage the service on the Azure console and with Azure automation tools. The service is deployed in Azure Virtual Network (VNet) and integrated with the Azure identity and access management system. The OCI and <span>Oracle Database</span> generic metrics and audit logs are natively available in Azure. The service requires users to have an Azure subscription and an OCI tenancy. 
+                        </p>
+                        <p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e938"><span>Autonomous Database</span> is built on Oracle Exadata infrastructure, is self-managing, self-securing, and self-repairing, helping eliminate manual database management and human errors. <span>Autonomous Database</span> enables development of scalable AI-powered apps with any data using built-in AI capabilities using your choice of large language model (LLM) and deployment location.
+                        </p>
+                        <p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e943">Both <span>Oracle Exadata Database
+                        Service</span> and <span>Oracle Autonomous Database Serverless</span> are easily provisioned through the native Azure Portal, enabling access to the broader Azure ecosystem.
+                        </p>
+                     </li>
+                  </ul>
+               </div>
+            </div>
+            <div class="sect2"><a id="GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8" name="GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8"></a><h3 id="IAIGF-GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8" class="sect3">Recommendations</h3>
+               <div>
+                  <div><span>Use the following recommendations as a starting point.
+        </span>Your requirements might differ from the architecture described here.
+                  </div>
+                  <ul style="list-style-type: disc;" id="GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8__UL_FWK_JBG_RKB">
+                     <li>The far sync instance should be far enough from the primary database to
+                ensure it can’t be affected by the same failure or disaster but close enough to
+                minimize the network latency.</li>
+                     <li>Create two far sync instances per region for high availability. Without
+                an alternate far sync instance, or if all far sync instances in the primary region
+                are unavailable, the <span>Oracle Data Guard</span> redo transport will be directly shipped to the standby database in ASYNC mode,
+                affecting the zero data loss protection, and, depending on the configuration and
+                distance, it might result in transport lag further impacting RPO.
+                     </li>
+                     <li>As the storage performance of the far sync instance is critical, the
+                IOPS capacity should be adequate to support the workload. The far sync instance's
+                storage should have an IOPS performance equal to or better than the primary
+                database's online redo logs storage.</li>
+                     <li>Use <span>Oracle Data Guard</span> across regions for the databases provisioned in the Exadata VM cluster on <span>Oracle Database@Azure</span> by using an OCI Managed network.
+                     </li>
+                  </ul>
+               </div>
+            </div>
+            <div class="sect2"><a id="GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7" name="GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7"></a><h3 id="IAIGF-GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7" class="sect3">Considerations for Cross-Regional
+        Disaster Recovery</h3>
+               <div>
+                  <p>When performing cross-regional disaster recovery for <span>Oracle Exadata Database
+                        Service</span> on <span>Oracle Database@Azure</span>, consider the following.
+                  </p>
+                  <ul style="list-style-type: disc;" id="GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7__UL_AVT_VJ3_C2C">
+                     <li><span>Oracle Cloud
+                                Infrastructure</span> is the preferred network for achieving better performance, measured by latency
+                and throughput, and for reducing costs, as the first 10 TB/Month are free.
+                     </li>
+                     <li>Far sync is a lightweight instance. However, disk performance is
+                critical as far sync writes the received redo to disk before acknowledging back to
+                the primary, which might impact the application performance.</li>
+                     <li>The network performance of the far sync instance is critical for heavy
+                workloads.</li>
+                     <li>With multiple standby databases and far sync instances, the
+                configuration might get more complicated. Use the <span>Active Data Guard</span> broker RedoRoutes property to simplify the definition of how redo is transported
+                to the various destinations.
+                     </li>
+                     <li>Using far sync requires the <span>Active Data Guard</span> option.
+                     </li>
+                  </ul>
+               </div>
+            </div>
+         </div>
+      </article>
+      <div id="disclaimers" class="legal">
+         <div><a href="#copyright-information" role="button" data-toggle="collapse" aria-expanded="false" class="collapsed" aria-controls="copyright-information" id="copyright-information-btn">Title and Copyright Information</a></div>
+         <div class="collapse" id="copyright-information" aria-expanded="false">
+            <p class="legal">Deploy Active Data Guard Far Sync to protect data across Oracle Database@Azure regions</p>
+            <p class="legal">G24005-02</p>
+            <p class="date legal">February 2025</p>
+            <div class="legal" style="display:inline"><a href="/pls/topic/lookup?ctx=en/legal&id=cpyr" target="_blank">Copyright ©</a>2025, </div><div class="legal" style="display:inline">Oracle and/or its affiliates.</div>
+         </div>
+      </div>
+   </body>
+</html>

kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure/_description.md

@@ -0,0 +1,198 @@
+# Deploy Active Data Guard Far Sync to protect data across Oracle Database@Azure regions
+
+- Source: https://docs.oracle.com/en/solutions/active-data-guard-far-sync-oracle-db-at-azure/index.html
+- Date: 2025-02
+- Type: reference-architecture
+- Services: exacs, adg, azure
+- Tags: database, multicloud, azure, ha-dr
+
+## Summary (catalog)
+
+Far Sync instance for zero data loss protection across Azure regions. Synchronous redo transport to Far Sync, async to remote standby. Eliminates performance impact of synchronous shipping over long distances.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+This reference architecture shows a cross-region disaster recovery with Active Data Guard .
+ 
+
+ 
+Two Active Data Guard far sync instances are created in the corresponding Oracle Cloud
+ Infrastructure (OCI) regions. The primary database in Toronto sends the redo data in SYNC mode to
+ the local far sync instance in Toronto, which forwards the redo data in ASYNC mode to
+ the standby database in the remote Sydney region.
+ 
+
+ 
+After a role switch and the database in Sydney becomes the primary, it sends
+ the redo data in SYNC mode to its local far sync instance in Sydney, which forwards the
+ redo data in ASYNC mode to the standby database in the remote Toronto region.
+
+ 
+The Oracle Exadata Database
+ Service on the Oracle Database@Azure network is connected to the Exadata client subnet using a dynamic routing gateway
+ (DRG) managed by Oracle. A DRG is also required to create a peer connection between VCNs
+ in different regions. Because only one DRG is allowed per VCN in OCI, a second VCN with
+ its own DRG is required to connect the primary and standby VCNs in each region.
+ 
+
+ 
+The application is replicated across regions to access the database in the same region
+ and achieve the lowest latency and highest performance.
+
+ 
+The following diagram illustrates this reference architecture.
+
+ 
+ Description of the illustration active-data-guard-far-sync-dba.png 
+
+ active-data-guard-far-sync-dba-oracle.zip 
+
+ 
+ Microsoft Azure provides the following components:
+ 
+
+ 
+ 
+- Azure Region 
+An Azure region is a geographical area in which one or more
+ physical Azure data centers, called availability zones, reside. Regions
+ are independent of other regions, and vast distances can
+ separate them (across countries or even continents).
+ 
+
+ 
+ Azure and OCI regions are localized geographic areas. For Oracle Database@Azure , an Azure region is connected to an OCI region, with availability
+ zones (AZs) in Azure connected to availability domains (ADs) in OCI. Azure and OCI region pairs are selected to minimize distance
+ and
+ latency.
+ 
+
+ 
+ 
+- Azure VNet 
+Microsoft Azure Virtual Network (VNet) is
+ the fundamental building block for your private network in
+ Azure. VNet enables many types of Azure resources, such as
+ Azure virtual machines (VM), to securely communicate with
+ each other, the internet, and on-premises networks.
+
+ 
+ 
+- Azure Delegated Subnet 
+Subnet delegation is
+ Microsoft's ability to inject a managed service,
+ specifically a platform-as-a-service (PaaS) service,
+ directly into your virtual network. This allows you to
+ designate or delegate a subnet to be a home for an external
+ managed service inside of your virtual network, such that
+ external service acts as a virtual network resource, even
+ though it is an external PaaS service.
+
+ 
+ 
+- Azure VNIC 
+The services in Azure
+ data centers have physical network interface cards (NICs).
+ Virtual machine instances communicate using virtual NICs
+ (VNICs) associated with the physical NICs. Each instance has
+ a primary VNIC that's automatically created and attached
+ during launch and is available during the instance's
+ lifetime.
+
+ 
+ 
+ 
+ Oracle Cloud
+ Infrastructure provides the following components:
+ 
+
+ 
+ 
+- Region 
+An Oracle Cloud
+ Infrastructure region is a localized geographic area that contains one or more data centers, called availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
+ 
+
+ 
+ 
+- Virtual cloud network (VCN) and subnet 
+A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
+ Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private. 
+ 
+
+ 
+ 
+- Route table 
+Virtual route tables contain rules to route traffic from subnets to destinations outside a VCN, typically through gateways.
+
+ 
+ 
+- Security list 
+For each subnet, you can create security rules that specify the source, destination, and type of traffic that must be allowed in and out of the subnet.
+
+ 
+ 
+- Dynamic routing gateway (DRG) 
+The DRG is a virtual router that provides a path for private network traffic between VCNs in the same region, between a VCN and a network outside the region, such as a VCN in another Oracle Cloud
+ Infrastructure region, an on-premises network, or a network in another cloud provider.
+ 
+
+ 
+ 
+- Local peering gateway (LPG) 
+An LPG enables you to peer one VCN with another
+ VCN in the same region. Peering means the VCNs communicate using private IP
+ addresses, without the traffic traversing the internet or routing through your
+ on-premises network.
+
+ 
+ 
+- Data Guard 
+ Oracle Data Guard and Oracle Active Data Guard provide a comprehensive set of services that create, maintain, manage, and monitor one or more standby databases and that enable production Oracle databases to remain available without interruption. Oracle Data Guard maintains these standby databases as copies of the production database by using in-memory replication. If the production database becomes unavailable due to a planned or an unplanned outage, Oracle Data Guard can switch any standby database to the production role, minimizing the downtime associated with the outage. Oracle Active Data Guard provides the additional ability to offload read-mostly workloads to standby databases and also provides advanced data protection features.
+ 
+
+ 
+ 
+- Active Data Guard Far Sync 
+Oracle Active Data Guard Far Sync is a lightweight Oracle database instance that receives redo data
+ synchronously from the primary database and forwards it asynchronously to one or
+ more standby databases. It ensures zero data loss at any distance with minimal
+ impact on the primary database performance and without requiring a local
+ synchronous standby database.
+ 
+
+ 
+ 
+- Exadata Database Service on Dedicated Infrastructure 
+ Oracle Exadata Database Service on Dedicated
+ Infrastructure enables you to leverage the power of Exadata in
+ the cloud. Oracle Exadata Database
+ Service delivers proven Oracle Database capabilities on purpose-built, optimized Oracle
+ Exadata infrastructure in the public cloud.
+ Built-in cloud automation, elastic resource
+ scaling, security, and fast performance for all
+ Oracle Database workloads helps you simplify management and
+ reduce costs.
+ 
+
+ 
+ 
+- Oracle Database@Azure 
+ Oracle Database@Azure is the Oracle Database service ( Oracle Exadata Database Service on Dedicated
+ Infrastructure and Oracle Autonomous Database Serverless ) running on Oracle Cloud
+ Infrastructure (OCI), deployed in Microsoft Azure data centers. The service offers features and price parity with OCI. Purchase the service on Azure Marketplace.
+ 
+
+ 
+ Oracle Database@Azure integrates Oracle Exadata Database
+ Service , Oracle Real Application Clusters (Oracle
+ RAC) , and Oracle Data Guard technologies into the Azure platform. Users manage the service on the Azure console and with Azure automation tools. The service is deployed in Azure Virtual Network (VNet) and integrated with the Azure identity and access management system. The OCI and Oracle Database generic metrics and audit logs are natively available in Azure. The service requires users to have an Azure subscription and an OCI tenancy. 
+ 
+
+ 
+ Autonomous Database is built on Oracle Exadata infrastructure, is self-managing, self-securing, and self-repairing, helping eliminate manual database management and human errors. Autonomous Database enables development of scalable AI-powered apps with any data using built-in AI capabilities using your choice of large language model (LLM) and deploymen

kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure/_template.yaml

@@ -0,0 +1,555 @@
+# Auto-extracted absolute_layout template from
+#   kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure/active-data-guard-far-sync-dba-oracle/active-data-guard-far-sync-dba.drawio
+# Source: Oracle Architecture Center reference (canonical geometry).
+# Use this as the starting scaffold for a new spec — copy, rename ids,
+# and replace `type: TODO_identify` on services with the right OCI
+# type alias (adb_s, drg, fastconnect, etc.). Container coords and
+# edge waypoints are Oracle's canonical layout; preserve unless the
+# customer's topology requires a change.
+absolute_layout:
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+    width: 850
+    height: 1100
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+    label: ''
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+    type: region
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+    h: 50
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+    type: region
+    label: ''
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+    y: 161
+    w: 2
+    h: 50
+  - id: c66
+    type: region
+    label: ''
+    x: 956
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+    h: 50
+  services:
+  - id: s3
+    type: TODO_identify
+    label: ''
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kb/diagram/assets/archcenter-refs/active-data-guard-far-sync-oracle-db-at-azure/readme.txt

@@ -0,0 +1,7 @@
+The diagram you downloaded is available in these formats:
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+               <li property="itemListElement" typeof="ListItem"><a href="index.html" property="item" typeof="WebPage"><span property="name">Deploy Autonomous Database on Oracle Database@Azure</span></a></li>
+               <li class="active" property="itemListElement" typeof="ListItem">Deploy Oracle Autonomous Database on Oracle Database@Azure</li>
+            </ol>
+            <a id="GUID-23EC4595-5EC2-4599-B574-1998B3409D9E" name="GUID-23EC4595-5EC2-4599-B574-1998B3409D9E"></a>
+            
+            <h2 id="DADZD-GUID-23EC4595-5EC2-4599-B574-1998B3409D9E" class="sect2">Deploy <span>Oracle Autonomous Database</span> on <span>Oracle Database@Azure</span></h2>
+         </header>
+         <div class="ind">
+            <div>
+               <p>Provision <span>Oracle Autonomous Database</span> as a highly resilient data store for a micro-services application deployed within a
+        multi-availability zone Microsoft Azure region.
+               </p>
+               <p>Oracle databases provide enterprise-level business continuity by layering
+            core building blocks like Exadata, <span>Oracle Real Application Clusters (Oracle
+                        RAC)</span>, <span>Data Guard</span>, and Oracle Application Continuity together. To date, these core building blocks
+            could be configured manually in on-premises environments, semi-manually on <span>Oracle Cloud
+                                Infrastructure</span> (OCI) using the <span>Oracle Exadata Database
+                        Service</span>, or be fully automated using the <span>Oracle Autonomous Database</span> service. The fully managed <span>Oracle Autonomous Database</span> service is now available in an increasing number of <span>Microsoft Azure</span> regions across the globe.
+               </p>
+               <p>Many <span>Azure</span> cloud regions provide multiple available zones (AZs) to help maximize business
+            continuity. These availability zones are unique physical locations that help protect
+            applications and data from data center failures.
+               </p>
+            </div>
+            <div class="sect2"><a id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B" name="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B"></a><h3 id="DADZD-GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B" class="sect3">Architecture</h3>
+               <div>
+                  <p>This reference architecture describes some best practices for deploying <span>Oracle Autonomous Database</span> in a <span>Microsoft Azure</span> multi-availability zone (AZ) region.
+                  </p>
+                  <p>Business continuity practices and high availability topologies should always be
+            considered when designing mission-critical database applications. The architecture below
+            shows a containerized application using <span>Azure Kubernetes Service</span> (AKS). The container images are stored in the <span>Azure</span> container registry. Users access the application externally through a public load
+            balancer. Since <span>Oracle Autonomous Database</span> is a PaaS service, there is no administrative control over into which AZ the
+            Autonomous Database will be provisioned. However, in the unlikely event of an <span>Azure</span> AZ failure, Oracle ensures that a local Autonomous Data Guard standby is always
+            deployed in a different AZ (data center) from its primary.
+                  </p>
+                  <div class="infoboxnote" id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__GUID-5DE78187-7A03-49B7-9852-39A506FFC5C2">
+                     <p class="notep1">Note:</p>If application-to-database-availability-zone affinity is required, Autonomous Database
+            provides a user queryable database view to determine its AZ placement. Once the AZ of
+            the Autonomous Database is determined, networking can be aligned as appropriate.
+                  </div>
+                  <p>In the diagram below, the application virtual network (VNet) connects to the database
+            VNet in availability zone 1 (AZ1) using VNet peering. The AKS-hosted application
+            accesses the database via a private endpoint that connects to the <span>Oracle Database@Azure</span> delegated subnet. If multi-AZ business continuity is required, Autonomous Data Guard
+            can optionally be enabled, in which case, it is availability zone 2 (AZ2). Autonomous
+            Data Guard keeps the primary database and local standby in sync and automatically fails
+            over in the case of a primary AZ outage. Oracle-managed automatic backups are always
+            enabled by default.
+                  </p>
+                  <p>The following diagram illustrates this reference architecture.</p><br><div class="imageleft"><img class="imageleft" id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__IMAGE_ZJD_5XF_LCC" height="576" width="1168" src="img/autonomous-database-db-azure-diagram.png" alt="Description of autonomous-database-db-azure-diagram.png follows" title="Description of autonomous-database-db-azure-diagram.png follows" longdesc="img_text/autonomous-database-db-azure-diagram.html"><br><a href="img_text/autonomous-database-db-azure-diagram.html">Description of the illustration autonomous-database-db-azure-diagram.png</a></div><br><p><a href="img/autonomous-database-db-azure-diagram-oracle.zip" class="de-download">autonomous-database-db-azure-diagram-oracle.zip</a></p>
+                  <p>The architecture has the following components:</p>
+                  <ul style="list-style-type: disc;" id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__UL_QDH_4LM_CKB">
+                     <li><span class="bold">Region</span><p>An <span>Oracle Cloud
+                                Infrastructure</span> region is a localized geographic area that
+                                                  contains one or more data centers, called
+                                                  availability domains. Regions are independent of
+                                                  other regions, and vast distances can separate
+                                                  them (across countries or even
+                                                  continents).
+                        </p>
+                     </li>
+                     <li><span class="bold">Virtual cloud network (VCN) and subnets</span><p>A VCN is a customizable,
+                                                  software-defined network that you set up in an <span>Oracle Cloud
+                                Infrastructure</span> region. Like traditional data center networks,
+                                                  VCNs give you control over your network
+                                                  environment. A VCN can have multiple
+                                                  non-overlapping CIDR blocks that you can change
+                                                  after you create the VCN. You can segment a VCN
+                                                  into subnets, which can be scoped to a region or
+                                                  to an availability domain. Each subnet consists of
+                                                  a contiguous range of addresses that don't overlap
+                                                  with the other subnets in the VCN. You can change
+                                                  the size of a subnet after creation. A subnet can
+                                                  be public or private. 
+                        </p>
+                     </li>
+                     <li><span class="bold">Autonomous
+                                                  Database</span><p id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__d5e89">
+                           <span>Oracle Autonomous Database</span> is a fully managed, preconfigured database
+                                                  environments that you can use for transaction
+                                                  processing and data warehousing workloads. You do
+                                                  not need to configure or manage any hardware, or
+                                                  install any software. <span>Oracle Cloud
+                                Infrastructure</span> handles creating the database, as well as
+                                                  backing up, patching, upgrading, and tuning the
+                                                  database.
+                        </p>
+                     </li>
+                     <li><span class="bold">Object storage</span><p id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__d5e725">
+                           <span>Oracle Cloud
+                                Infrastructure</span> Object Storage provides quick access to large
+                                                  amounts of structured and unstructured data of any
+                                                  content type, including database backups, analytic
+                                                  data, and rich content such as images and videos.
+                                                  You can safely and securely store and then
+                                                  retrieve data directly from the internet or from
+                                                  within the cloud platform. You can scale storage
+                                                  without experiencing any degradation in
+                                                  performance or service reliability. Use standard
+                                                  storage for "hot" storage that you need to access
+                                                  quickly, immediately, and frequently. Use archive
+                                                  storage for "cold" storage that you retain for
+                                                  long periods of time and seldom or rarely
+                                                  access.
+                        </p>
+                     </li>
+                     <li><span class="bold"><span>Azure</span> Container Registry</span><p><span>Azure</span> Container Registry (ACR) is a managed service for storing and managing
+                    container images and related artifacts.
+                        </p>
+                     </li>
+                     <li><span class="bold">Azure availability zone</span><p>An availability zone is a physically separate data
+                    center within a region designed to be available and fault-tolerant. Availability
+                    zones are close enough to have low-latency connections to other availability
+                    zones.</p>
+                     </li>
+                     <li><span class="bold"><span>Azure Kubernetes Service</span></span><p><span>Azure Kubernetes Service</span> (AKS) is a managed Kubernetes service offered by <span>Microsoft Azure</span>.
+                        </p>
+                     </li>
+                     <li><span class="bold"><span>Azure</span> Load Balancer</span><p><span>Azure</span> Load Balancer provides automated traffic distribution from a single entry
+                    point to multiple servers in the back end.
+                        </p>
+                     </li>
+                     <li><span class="bold"><span>Microsoft Azure</span> Virtual Network</span><p><span>Microsoft Azure</span> Virtual Network (VNet) is the fundamental building block for your private
+                    network in Azure. VNet enables many <span>Azure</span> resources, such as Azure virtual machines (VMs), to securely communicate with
+                    each other, the internet, and on-premises networks.
+                        </p>
+                     </li>
+                     <li><span class="bold"><span>Oracle Database@Azure</span></span><p id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__d5e822"><span>Oracle Database@Azure</span> is an Oracle Cloud Database service that runs
+                                                  Oracle Database workloads in your Azure
+                                                  environment. All hardware for <span>Oracle Database@Azure</span> is colocated in Azure's data centers and uses
+                                                  Azure networking. The service benefits from the
+                                                  simplicity, security, and low latency of a single
+                                                  operating environment within Azure. Federated
+                                                  identity and access management for <span>Oracle Database@Azure</span> is provided by Microsoft Entra ID. <span>Oracle Database</span> metrics and audit logs are natively available
+                                                  in Azure. The service requires that users have an
+                                                  Azure tenancy and an OCI tenancy.
+                        </p>
+                     </li>
+                  </ul>
+               </div>
+            </div>
+            <div class="sect2"><a id="GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422" name="GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422"></a><h3 id="DADZD-GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422" class="sect3">Recommendations</h3>
+               <div>
+                  <div><span>Use the following recommendations as a starting point.
+        </span>Your requirements might differ from the architecture described here. 
+                  </div>
+                  <ul style="list-style-type: disc;" id="GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422__UL_FWK_JBG_RKB">
+                     <li>Primary and standby database subnets should be in distinct VNets
+                configured with non-overlapping IP classless inter-domain routing (CIDR)
+                ranges.</li>
+                     <li>The application tier (AKS, Docker, VMs, etc.) should span at least two
+                AZs, with the application VNet peered to both the primary and standby VNet of the
+                    <span>Autonomous Database</span>.
+                     </li>
+                     <li>Optionally, client applications can be configured to use Oracle
+                transparent application continuity (TAP) to maximize availability during planned and
+                unplanned outages.</li>
+                  </ul>
+               </div>
+            </div>
+            <div class="sect2"><a id="GUID-A13AEEB5-B270-4D38-9142-F89DE81A04CF" name="GUID-A13AEEB5-B270-4D38-9142-F89DE81A04CF"></a><h3 id="DADZD-GUID-A13AEEB5-B270-4D38-9142-F89DE81A04CF" class="sect3">Explore More</h3>
+               <div>
+                  <p>For more details about the components and considerations shared in this
+                document, please refer to the following links.</p>
+                  <p>Review these additional resources:</p>
+                  <ul style="list-style-type: disc;">
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=adb-serverless" target="_blank">Oracle Autonomous
+                                        Database Serverless</a></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oracle-database-at-azure" target="_blank">Oracle
+                                        Database@Azure</a></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=BODAT" target="_blank"><span><cite>Learn about selecting
+                              network topologies for Oracle Database@Azure</cite></span></a></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=adb-config-app-continuity" target="_blank">Configure Application Continuity on Autonomous
+                                        Database</a> in <cite>Using Oracle Autonomous
+                                        Database Serverless</cite></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oracle-db-at-azure-videos" target="_blank">Oracle
+                                        Database@Azure Videos</a></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oci-doc" target="_blank"><span>Oracle Cloud
+                                Infrastructure</span> Documentation</a></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=GVVGQ" target="_blank"><span><cite>Best practices framework
+                              for Oracle Cloud Infrastructure</cite></span></a></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oci-calc" target="_blank">Oracle Cloud Cost
+                                        Estimator</a></li>
+                     <li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=cloud-adoption-framework" target="_blank">Cloud Adoption
+                                        Framework</a></li>
+                  </ul>
+               </div>
+            </div>
+            <div class="sect2"><a id="GUID-EBDB0E20-86F8-4A31-BFD2-84D996FCE557" name="GUID-EBDB0E20-86F8-4A31-BFD2-84D996FCE557"></a><h3 id="DADZD-GUID-EBDB0E20-86F8-4A31-BFD2-84D996FCE557" class="sect3">Acknowledgments</h3>
+               <div>
+                  <ul style="list-style-type: disc;">
+                     <li><span class="bold">Authors</span>: <span translate="no">Domenick Ficarella, Can Tuzla, Martin
+                Gubar</span></li>
+                     <li><span class="bold">Contributors</span>: <span translate="no">Wei Han, John Sulyok</span></li>
+                  </ul>
+               </div>
+            </div>
+         </div>
+      </article>
+      <div id="disclaimers" class="legal">
+         <div><a href="#copyright-information" role="button" data-toggle="collapse" aria-expanded="false" class="collapsed" aria-controls="copyright-information" id="copyright-information-btn">Title and Copyright Information</a></div>
+         <div class="collapse" id="copyright-information" aria-expanded="false">
+            <p class="legal">Deploy Autonomous Database on Oracle Database@Azure</p>
+            <p class="legal">G13089-02</p>
+            <p class="date legal">October 2024</p>
+            <div class="legal" style="display:inline"><a href="/pls/topic/lookup?ctx=en/legal&id=cpyr" target="_blank">Copyright ©</a>2024, </div><div class="legal" style="display:inline">Oracle and/or its affiliates.</div>
+         </div>
+      </div>
+   </body>
+</html>

kb/diagram/assets/archcenter-refs/ai-fraud-detection/_description.md

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+# Deploy a multi-agent AI fraud detection system on OCI
+
+- Source: https://docs.oracle.com/en/solutions/ai-fraud-detection/index.html
+- Date: 2025-06
+- Type: reference-architecture
+- Services: genai, streaming, adb-s
+- Tags: ai-ml, autonomous
+
+## Summary (catalog)
+
+Multi-agent AI system for real-time fraud detection. Streaming ingestion of transaction data, ML models for anomaly detection, GenAI agents for investigation and decision support.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+This architecture shows a multi-agent AI fraud detection system on Oracle Cloud
+ Infrastructure (OCI).
+ 
+
+ 
+This design uses multiple AI agents to provide key insights, gather evidence,
+ and produce a comprehensive fraud analysis.
+
+ 
+At the core is a model context protocol (MCP) server that orchestrates agent
+ interactions. Specialized agents handle distinct tasks. For example, a data retrieval
+ agent queries enterprise data sources and a fraud analyzer agent evaluates and explains
+ anomalies. The flow begins when an event, such as a suspicious transaction alert or an
+ investigator’s query, triggers the orchestrator. The orchestrator then delegates
+ subtasks to the agents and consolidates their results by using a fan-in and fan-out
+ design pattern. Each agent uses OCI-native services to perform tasks (database queries,
+ LLM inference, and so on), and the orchestrator translates between agent and Oracle
+ system contexts, ensuring that each agent gets the information it needs in the format it
+ expects. 
+
+ 
+The following diagram shows process flow overview:
+
+ 
+ Description of the illustration ai-fraud-detection-flow.png 
+
+ ai-fraud-detection-flow-oracle.zip 
+
+ 
+ 
+- MCP orchestrator server 
+The model context protocol
+ (MCP) server is the coordinating hub that orchestrates agent actions and
+ maintains the overall context or state of an investigation. It uses MCP to
+ standardize how agents invoke tools and exchange data. Acting as a “central
+ brain,” it receives the initial request (fraud alert or analysis query) and
+ calls the appropriate agents in sequence. It also translates high-level agent
+ intents into low-level operations on Oracle systems, such as converting an
+ agent’s request for customer information into an SQL query, and converting SQL
+ results into a natural language response. This approach decouples agents from
+ direct system calls by using the orchestrator as a bridge between the agent
+ logic and enterprise data, enabling flexible updates and centralized control. In
+ the first phase of this architecture, the server is a lightweight server derived
+ from Google’s Gen AI Toolbox running on Oracle Cloud Infrastructure
+ Compute or OCI Kubernetes Engine .
+ 
+
+ 
+ 
+- Data retrieval agent 
+The data retrieval agent is
+ a specialized agent responsible for fetching relevant data from enterprise
+ sources. For example, upon receiving a customer ID or transaction ID from the
+ orchestrator, it queries the Oracle Autonomous Database or other OCI data stores for information such as recent transactions, account
+ profiles, claims history, and so on. You can implement this agent by using OCI Functions (serverless) to call tools hosted on an MCP server for Autonomous Database . The agent contains all data-access logic. The orchestrator server may use a
+ predefined tool for this agent, such as a YAML-configured
+ LookupTransaction or GetCustomerProfile 
+ tool that knows how to run the proper SQL on the Autonomous Database . Similar to how Google Gen AI Toolbox uses YAML-defined tools to let agents
+ perform database operations, this design defines database queries as
+ configuration-driven tools. In the first phase, the data agent simply executes
+ these queries without AI decision-making involvement and returns the results to
+ the orchestrator.
+ 
+
+ 
+ 
+- Fraud analyzer agent 
+The fraud analyzer agent is
+ the cornerstone agent that assesses the data for signs of fraud and generates
+ insights. This agent ingests the context, such as the transaction details,
+ customer info, or historical patterns provided by the orchestrator and applies
+ AI/ML logic to determine if the scenario is likely fraudulent. In phase 1, this
+ could be a rule-based engine or an OCI Anomaly Detection model to provide a
+ quick, deterministic response. For example, it might flag anomalies such as a
+ transaction far outside normal range or multiple claims in a short time span.
+ The agent then produces a fraud score or classification and possibly an
+ explanation. 
+
+ 
+In phase 2, the fraud analyzer agent is
+ augmented with LLM capabilities by using OCI Generative AI or Oracle pretrained models to generate human-readable investigative
+ narratives. In this way, generative AI automatically creates a concise report of
+ the findings, summarizing why a transaction was flagged and referencing the data
+ directly such as how a customer’s recent transactions show unusual high-value
+ purchases overseas, which deviates from their normal pattern by 5σ (5 sigma),
+ indicating high fraud likelihood. Oracle’s own Financial Services division has
+ highlighted the value of such generative narratives in accelerating
+ investigations. In phase 2, the fraud analyzer agent can use an OCI LLM to both
+ analyze the data and explain the results. For example, it might use a prompt
+ that incorporates the data and asks the model to analyze the fraud risk, or it
+ could perform tool-assisted reasoning by first calling a calculation tool, and
+ then having the LLM elaborate on the results.
+ 
+
+ 
+ 
+- Additional agents (as needed) 
+The architecture
+ supports the ability to plug in other agents to enrich the analysis. For
+ example, an external check agent could call third-party services, such as
+ sanctions lists or credit bureaus, to gather more evidence on the entity
+ involved. Another could be a notification and case management agent that, after
+ fraud is confirmed, logs the case in a system or triggers an alert to a human
+ investigator. The orchestrator’s ability to manage multiple agents and
+ coordinate complex workflows allows new agents to be added without disturbing
+ existing ones. This modularity makes the system extensible for demo showcases
+ that can start with two agents and later attach more for other demo scenarios
+ such as compliance checks, customer messaging, and so on.
+
+ 
+ 
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+ Title and Copyright Information 
+
+ 
+
+ 
+Deploy a multi-agent AI fraud detection system on OCI
+
+ 
+G34124-01
+
+ 
+June 2025
+
+ 
+ Copyright © 2025, 
+
+Oracle and/or its affiliates.

kb/diagram/assets/archcenter-refs/ai-fraud-detection/_template.yaml

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+# Source: Oracle Architecture Center reference (canonical geometry).
+# Use this as the starting scaffold for a new spec — copy, rename ids,
+# and replace `type: TODO_identify` on services with the right OCI
+# type alias (adb_s, drg, fastconnect, etc.). Container coords and
+# edge waypoints are Oracle's canonical layout; preserve unless the
+# customer's topology requires a change.
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kb/diagram/assets/archcenter-refs/ai-fraud-detection/readme.txt

@@ -0,0 +1,9 @@
+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.
+
+Note that all diagram components are ungrouped and in a single layer.

kb/diagram/assets/archcenter-refs/analytics-pipeline-db-at-azure/_description.md

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+# Deploy a Data Lake leveraging Power BI on Oracle Database@Azure
+
+- Source: https://docs.oracle.com/en/solutions/analytics-pipeline-db-at-azure/index.html
+- Date: 2025-02
+- Type: reference-architecture
+- Services: adb-s, azure, object-storage
+- Tags: data-platform, multicloud, azure, autonomous
+
+## Summary (catalog)
+
+Analytics pipeline combining ADB-S on Database@Azure with Power BI. Data ingestion to Object Storage, transformation in ADB-S, visualization via Power BI DirectQuery or Import mode.
+
+## Architecture (fetched from source)
+
+Deploy a Data Lake Leveraging Power BI on Oracle Database@Azure 
+ 
+ 
+ 
+ 
+- 
+ 
+- 
+ 
+ 
+ 
+ 
+ 
+- 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+- 
+ 
+ 
+ 
+ 
+
+ Previous 
+ Next 
+ JavaScript must be enabled to correctly display this content
+ 
+ 
+
+ 
+
+ 
+ 
+ 
+- Deploy a Data Lake leveraging Power BI on Oracle Database@Azure 
+ 
+- Deploy a Data Lake Leveraging
+ Power BI on Oracle Database@Azure 
+ 
+ 
+ 
+ 
+Deploy a Data Lake Leveraging
+ Power BI on Oracle Database@Azure 
+
+ 
+ 
+
+ 
+
+ 
+Many businesses leverage Microsoft Power BI with data lakes on Microsoft
+ Azure to derive actionable business insights. 
+
+ 
+You can expand these capabilities by using a medallion architecture
+ that includes Azure Data Factory, Azure Data Lake Storage, Azure Compute,
+ Oracle Database@Azure (either a fully managed Oracle Autonomous Database or a co-managed Oracle Exadata Database
+ Service instance), and Power BI to address several key data challenges faced by
+ customers:
+ 
+
+ 
+ 
+- Data Silos and Integration : Azure Data Factory ingests data from
+ diverse sources into a unified data lake, breaking down silos and
+ providing a single source of truth.
+ 
+ 
+- Data Quality and Consistency : Autonomous Data
+ Warehouse in the Curation Layer ensures clean, consistent, and high-quality
+ data through deduplication and quality rules, reducing errors and
+ enhancing decision-making.
+ 
+ 
+- Scalability and Performance : Azure's scalable
+ compute resources and Autonomous Data
+ Warehouse 's serverless architecture or Oracle Exadata Database
+ Service handle large-scale data processing efficiently, while maintaining
+ optimal performance as data volumes and user adoption (concurrency)
+ grow.
+ 
+ 
+- Complex Transformations : Azure Compute and Autonomous Data
+ Warehouse or Oracle Exadata Database
+ Service perform complex transformations and analytics efficiently,
+ reducing processing time and focusing on insights.
+ 
+ 
+- Cost Management : The serverless and pay-as-you-go
+ models for Azure services and Autonomous Data
+ Warehouse or Oracle Exadata Database
+ Service optimize costs, ensuring that you only pay for what you use.
+ 
+ 
+- Data Governance and Compliance : Structured data management layers
+ facilitate better governance, traceability, and regulatory
+ compliance.
+ 
+ 
+- Built-in Analytics : Users are able to apply analytics
+ directly to their data by using built-in features such as artificial
+ intelligence (AI), machine learning (ML), graph, spatial, and text
+ analytics.
+ 
+ 
+ 
+ Typical use cases include:
+
+ 
+ 
+- Retail Analytics : Integrates data from online sales, in-store
+ transactions, and customer feedback, optimizing inventory and
+ marketing strategies.
+ 
+ 
+- Financial Services : Analyzes transaction data for fraud detection
+ and regulatory compliance, mitigating risks.
+ 
+ 
+- Healthcare Analytics : Integrates patient data from EHRs, lab
+ results, and wearable devices, improving patient care and health
+ management.
+ 
+ 
+ 
+This architecture enables enterprise customers across industries to
+ leverage data effectively to empower their business users to make informed
+ decisions to drive better business outcomes.
+
+ 
+
+ 
+ 
+Logical Architecture
+
+ 
+
+ 
+ The analytical data lake can ingest data from multiple sources and can
+ provide business insights by using Power BI running on Microsoft Azure.
+
+ 
+ 
+- Data Sources: The analytical data lake can ingest data from multiple
+ sources. Azure Data Factory can ingest data from Microsoft SQL Server and Azure Blob
+ Storage. Oracle Database@Azure can ingest data from Oracle Cloud
+ ERP , Oracle Cloud
+ Infrastructure Object Storage , Azure Cosmos Database, Azure SQL Database, various types of table storage data
+ (Azure, PostgresSQL, Azure MariaDB), and other types of on-premises relational
+ databases.
+ 
+ 
+- Data Tier: Oracle Database@Azure ingests source data from Azure Data Lake Storage in conjunction with Azure Data
+ Factory. 
+ 
+ 
+- Consumption Tier: Oracle Database@Azure provides insights to Microsoft Power BI running on Microsoft Azure.
+ 
+ 
+ 
+The following diagram illustrates the functional architecture:
+
+ 
+ Description of the illustration data-lake-db-azure-process.png 
+
+ data-lake-db-azure-process-oracle.zip 
+
+ 
+
+ 
+
+ 
+ 
+Medallion Architecture
+
+ 
+
+ 
+This section demonstrates how you can deploy Oracle Database@Azure as the data warehouse within the Azure medallion architecture.
+ 
+
+ 
+The medallion architecture is a data management framework that
+ structures data handling in a data lakehouse into distinct stages (bronze,
+ silver, and gold), representing the different stages of data processing:
+
+ 
+ 
+- Bronze stage: Data from various sources is ingested,
+ validated, and curated. 
+ 
+- Silver stage: The data is stored and processed for analytics
+ and reporting. 
+ 
+- Gold stage: Refined data is delivered for analysis and
+ reporting. 
+ 
+ 
+The following diagram illustrates the architecture:
+
+ 
+ Description of the illustration data-lake-db-azure-medallion.png 
+
+ data-lake-db-azure-medallion-oracle.zip 
+
+ 
+
+ 
+The medallion stages are further divided into the following
+ deployment areas:
+
+ 
+ 
+- Ingestion Framework: Ingests data from various data sources
+ using Azure Data Factory. Raw data is stored in Azure Data Lake
+ Storage Gen 2 and Delta Lake. This framework ensures data
+ consistency and accuracy across source and sink systems. This
+ framework constitutes a robust set of scripts to ensure quality by
+ using audit, balance and control mechanisms across platforms. 
+ 
+- Validation: Raw data is ingested into Oracle Autonomous Data Warehouse Serverless or Oracle Exadata Database
+ Service for deduplication and data quality check. This workflow performs
+ basic cleansing masking of PII and PHI data along with validation of
+ raw files through a rules-driven framework to perform schema checks.
+ The validation framework can be implemented using Azure Data
+ Factory. 
+ 
+ 
+- Rejection Workflow: Any record that is rejected during the
+ ingestion stage due to validation errors or other processing errors
+ is staged on a separate Azure Data Lake Storage path. Automated
+ email notifications using Logic App are sent to the support team
+ based on defined software license agreements (SLAs). Standardized
+ data remains in Oracle Autonomous Data Warehouse Serverless or Oracle Exadata Database
+ Service .
+ 
+ 
+- Orchestration: A scheduling system manages data processing
+ jobs, scheduling, and job dependencies. Azure Data Factory can be
+ used for the orchestration of ETL jobs. The Orchestration stage
+ includes Oracle Autonomous Data Warehouse Serverless or Oracle Exadata Database
+ Service , Delta Lake, and Azure Data Lake Storage Gen 2.
+ 
+ 
+- Reporting/Analytics: The reporting stage includes Power BI
+ and data services such as external feeds and data monetization. 
+ 
+ 
+The architecture has the following infrastructure components:
+
+ 
+ 
+- Region 
+An Azure region is a
+ geographical area in which one or more physical Azure data
+ centers, called availability zones, reside. Regions are
+ independent of other regions, and vast distances can
+ separate them (across countries or even continents).
+
+ 
+Azure and OCI regions are localized geographic
+ areas. For Oracle Database@Azure , an Azure region is connected to an OCI region, with
+ availability zones (AZs) in Azure connected to availability
+ domains (ADs) in OCI. Azure and OCI region pairs are
+ selected to minimize distance and latency.
+ 
+
+ 
+ 
+- Availability zone 
+An availability zone
+ is a physically separate data center within a region
+ designed to be available and fault-tolerant. Availability
+ zones are close enough to have low-latency connections to
+ other availability zones.
+
+ 
+ 
+- Virtual network (VNet) and subnet 
+A
+ VNet is a virtual network that you define in Azure. A VNet
+ can have multiple non-overlapping CIDR blocks subnets that
+ you can add after your create the VNet. You can segment a
+ VNet into subnets, which can be scoped to a region or to an
+ availability zones. Each subnet consists of a contiguous
+ range of addresses that

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kb/diagram/assets/archcenter-refs/analytics-pipeline-db-at-azure/readme.txt

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+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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kb/diagram/assets/archcenter-refs/azure-pipeline-exacs-dbazure/_description.md

@@ -0,0 +1,197 @@
+# Build Azure CI/CD Pipelines using Oracle Exadata Database Service in Oracle Database@Azure
+
+- Source: https://docs.oracle.com/en/solutions/azure-pipeline-exacs-dbazure/index.html
+- Date: 2025-04
+- Type: reference-architecture
+- Services: exacs, azure
+- Tags: database, multicloud, azure, devops
+
+## Summary (catalog)
+
+Azure DevOps pipeline integration with ExaCS on Database@Azure. Automated schema deployment, testing, and migration using Azure Pipelines with Oracle database tooling.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+
+ This architecture shows how you can build and deploy Microsoft Azure
+ Pipelines using Azure DevOps with Oracle Exadata Database Service on Dedicated
+ Infrastructure . 
+ 
+ 
+
+ 
+The application and database source code are hosted on a Microsoft Azure
+ DevOps code repository, GitHub, or similar. A user commits changes into the code
+ repository which triggers the continuous integration (CI) pipeline. This phase includes
+ running unit tests, integration tests, static code analysis, and also testing of
+ containers within the Azure Kubernetes Service (AKS) cluster to verify deployment
+ readiness.
+
+ 
+Once testing is complete, the build pipeline creates Docker images and pushes
+ them to the Azure container registry. These artifacts then initiate the continuous
+ delivery (CD) pipeline. In the CD phase, the artifacts are deployed to AKS where
+ end-to-end and system tests are run to ensure microservices operate correctly within the
+ Kubernetes environment and the Oracle Database. Staging and production environments,
+ using strategies like blue/green or canary deployments, are then initiated for zero
+ downtime deployment of the new changes.
+
+ 
+A Kubernetes cluster can contain multiple pods, each connecting to its own
+ respective pluggable database (PDB). The PDBs in the primary database are deployed on
+ Oracle Database@Azure that runs on Oracle Exadata Database Service on Dedicated
+ Infrastructure in an Azure Availability Zone. The container images are stored in the Azure container
+ registry. Users access the application externally through a public load balancer.
+ 
+
+ 
+Cloud automation simplifies most lifecycle and management tasks for Oracle Exadata Cloud Infrastructure and Oracle multitenant databases ( CDB s, PDB s). For example, adding servers and scaling OCPUs up and down, creating databases and
+ database homes, scheduling infrastructure maintenance, updating and upgrading the VM
+ operating system, Oracle Grid Infrastructure , and databases, performing backup and recovery operations, and even enabling disaster
+ recovery protections through Oracle Data Guard . 
+ 
+
+ 
+Metrics, logs, and tracing of the entire CI/CD process are observed continuously using
+ tools like Azure Monitor, Oracle Cloud
+ Infrastructure (OCI) and Oracle Database's Unified Observability OpenTelemetry framework which
+ provides traces from the entry point of the application residing on Azure, across all
+ subsystems, and into the Oracle Database ensuring the performance and reliability of
+ both the microservices and the database. This approach ensures a robust, efficient, and
+ scalable solution for deploying and managing modern applications in a cloud-native
+ environment.
+ 
+
+ 
+The following diagram illustrates this reference architecture.
+ 
+ Description of the illustration exadata-database-service.png 
+ exadata-database-service-oracle.zip 
+
+ 
+The architecture has the following components:
+
+ 
+ 
+- Region 
+An Oracle Cloud
+ Infrastructure region is a localized geographic area that contains one or more data centers, hosting availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
+ 
+
+ 
+An Azure region is a geographical area in which
+ one or more physical Azure data centers, called availability zones, reside.
+ Regions are independent of other regions, and vast distances can separate them
+ (across countries or even continents).
+
+ 
+Azure and OCI regions
+ are localized geographic areas. For Oracle Database@Azure, an Azure region is
+ connected to an OCI region, with availability zones (AZs) in Azure connected to
+ availability domains (ADs) in OCI. Azure and OCI region pairs are selected to
+ minimize distance and latency.
+
+ 
+ 
+- Azure availability zone 
+An availability zone is a physically separate data
+ center within a region that is designed to be available and fault tolerant.
+ Availability zones are close enough to have low-latency connections to other
+ availability zones.
+
+ 
+Subnet delegation is Microsoft's ability to inject a
+ managed service, specifically a platform-as-a-service service, directly into
+ your virtual network.
+
+ 
+ 
+- Microsoft Azure Virtual Network 
+Microsoft Azure Virtual Network (VNet) is
+ the fundamental building block for your private network in Azure. VNet enables
+ many types of Azure resources, such as Azure virtual machines (VM), to securely
+ communicate with each other, the internet, and on-premises
+ networks.
+
+ 
+Subnet delegation is Microsoft's ability to inject a managed
+ service, specifically a platform-as-a-service service, directly into your
+ virtual network.
+
+ 
+ 
+- Azure Pipelines 
+Azure Pipelines are part of the
+ Azure DevOps service offered by Microsoft Azure to automatically builds, tests,
+ and deploys code projects for continuous integration, continuous testing and
+ continuous delivery. (CI-CD)
+
+ 
+ 
+- Azure Kubernetes Service 
+Azure Kubernetes Service
+ (AKS) is a managed Kubernetes service offered by Microsoft Azure to deploy and
+ manage containerized applications. A Kubernetes cluster can contain multiple
+ pods.
+
+ 
+ 
+- Kubernetes Control Plane 
+A Kubernetes control plane manages the resources
+ for the worker nodes and pods within a Kubernetes cluster. The control plane
+ components detect and respond to events, perform scheduling, and move cluster
+ resources.
+
+ 
+ 
+- Oracle Exadata Database Service on Dedicated
+ Infrastructure 
+ Oracle Exadata Database
+ Service delivers proven Oracle Database capabilities on purpose-built, optimized
+ Oracle Exadata Cloud Infrastructure in the public cloud. Built-in cloud
+ automation, elastic resource scaling, security, and fast performance for OLTP,
+ in-memory analytics, and converged Oracle Database workloads help simplify
+ management and reduce costs.
+ 
+
+ 
+Oracle Exadata Cloud Infrastructure brings
+ more CPU cores, increased storage, and a faster network fabric to the public
+ cloud. Oracle Exadata storage servers include Exadata RDMA Memory (XRMEM),
+ creating an additional tier of storage, boosting overall system performance.
+ Exadata combines XRMEM with innovative RDMA algorithms that bypass the network
+ and I/O stack, eliminating expensive CPU interrupts and context
+ switches.
+
+ 
+Oracle Exadata Cloud Infrastructure increases the throughput of
+ its 100 Gbps active-active Remote Direct Memory Access over Converged Ethernet
+ (RoCE) internal network fabric, providing a faster interconnect than previous
+ generations with extremely low-latency between all compute and storage
+ servers.
+
+ 
+ 
+- Oracle Database Autonomous
+ Recovery Service 
+ Oracle Database Autonomous
+ Recovery Service is a fully managed service designed to protect Oracle Databases from data loss and cyber threats. It offers faster backups with reduced database overhead, reliable recovery with validated backups, and real-time protection enabling recovery to within less than a second of an outage or ransomware attack. Oracle Database Zero Data Loss Autonomous Recovery Service is a Zero Data Loss option for the Autonomous Recovery Service. This service provides a centralized data protection dashboard and is recommended for backing up Oracle Databases.
+ 
+
+ 
+ 
+- Oracle Database@Azure 
+ Oracle Database@Azure is the Oracle Database service ( Oracle Exadata Database Service on Dedicated
+ Infrastructure and Oracle Autonomous Database Serverless ) running on Oracle Cloud
+ Infrastructure (OCI), deployed in Microsoft Azure data centers. The service offers features and price parity with OCI. Purchase the service on Azure Marketplace.
+ 
+
+ 
+ Oracle Database@Azure integrates Oracle Exadata Database
+ Service , Oracle Real Application Clusters (Oracle
+ RAC) , and Oracle Data Guard technologies into the Azure platform. Users manage the service on the Azure console and with Azure automation tools. The service is deployed in Azure Virtual Network (VNet) and integrated with the Azure identity and access management system. The OCI and Oracle Database generic metrics and audit logs are natively 

kb/diagram/assets/archcenter-refs/azure-pipeline-exacs-dbazure/_template.yaml

@@ -0,0 +1,548 @@
+# Auto-extracted absolute_layout template from
+#   kb/diagram/assets/archcenter-refs/azure-pipeline-exacs-dbazure/exadata-database-service-oracle/exadata-database-service.drawio
+# Source: Oracle Architecture Center reference (canonical geometry).
+# Use this as the starting scaffold for a new spec — copy, rename ids,
+# and replace `type: TODO_identify` on services with the right OCI
+# type alias (adb_s, drg, fastconnect, etc.). Container coords and
+# edge waypoints are Oracle's canonical layout; preserve unless the
+# customer's topology requires a change.
+absolute_layout:
+  canvas:
+    width: 850
+    height: 1100
+  containers: []
+  services:
+  - id: s1
+    type: TODO_identify
+    label: ''
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+    w: 63
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+    type: TODO_identify
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+    w: 57
+    h: 63
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+    type: TODO_identify
+    label: ''
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+    y: 170
+    w: 62
+    h: 62
+  - id: s15
+    type: TODO_identify
+    label: ''
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+    y: 170
+    w: 60
+    h: 60
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+    type: TODO_identify
+    label: ''
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+    w: 61
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+    type: TODO_identify
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+    w: 60
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+    y: 170
+    w: 43
+    h: 56
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+    type: TODO_identify
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+    w: 56
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+    w: 43
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+    type: TODO_identify
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+    w: 36
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+    type: TODO_identify
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+    type: TODO_identify
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+    type: TODO_identify
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+    type: TODO_identify
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+    w: 63
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+    type: TODO_identify
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+    type: TODO_identify
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+    type: TODO_identify
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+    type: TODO_identify
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+    w: 58
+    h: 63
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+    w: 57
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+  labels: []
+  connections: []

kb/diagram/assets/archcenter-refs/azure-pipeline-exacs-dbazure/readme.txt

@@ -0,0 +1,7 @@
+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/_description.md

@@ -0,0 +1,229 @@
+# Back up from Oracle Base Database Service to Zero Data Loss Autonomous Recovery
+
+- Source: https://docs.oracle.com/en/solutions/back-up-base-database-zero-data-loss-recovery/index.html
+- Date: 2025-07
+- Type: reference-architecture
+- Services: base-db
+- Tags: database, ha-dr
+
+## Summary (catalog)
+
+Autonomous Recovery Service for Base DB backups. Real-time protection with continuous redo log shipping. Point-in-time recovery with sub-second RPO for mission-critical workloads.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+
+ 
+This playbook describes how to perform backup and recovery operations between Oracle Base Database Service and Recovery
+ Service . 
+ 
+
+ 
+ Description of the illustration base-database-recovery-backup-architecture.png 
+
+ base-database-recovery-backup-architecture.zip 
+
+ 
+
+ 
+
+ 
+ 
+Before You Begin
+
+ 
+
+ 
+ Before you begin, check the versions of major software components used in this setup, and review the product documentation for later reference
+
+ 
+
+ 
+ 
+Review Software Requirements
+
+ 
+
+ 
+
+ 
+ 
+- Oracle Database 19.18 and above, or 21.8 and above
+ 
+ 
+- Oracle Base Database Service 
+ 
+ 
+
+ 
+
+ 
+ 
+Review Documentation
+
+ 
+
+ 
+
+ 
+ 
+- Introducing the Oracle Database Zero Data Loss Autonomous Recovery Service 
+ 
+- About Oracle Database Autonomous Recovery Service 
+ 
+- "Back Up and Recovery in Base Database Service" in Oracle Cloud
+ Infrastructure documentation 
+ 
+ 
+
+ 
+
+ 
+
+ 
+ 
+Considerations for Configuration
+
+ 
+
+ 
+Before you begin to configure backups and recovery, review these assumptions and considerations. 
+
+ 
+ 
+- The virtual cloud network (VCN) where Oracle Base Database Service is configured, must route packages to the OCI Services Network (where Recovery
+ Service is configured) via a service gateway.
+ 
+ 
+- There are two types of backups: Oracle managed backups and unmanaged backups. Oracle managed backups are configured using the OCI console or REST API. Unmanaged backups are configured using dbaascli or RMAN .
+ 
+ 
+- This playbook uses Oracle managed backups to Recovery
+ Service . Unmanaged backups are out of scope of this playbook.
+ 
+ 
+- Combining Oracle managed backups and unmanaged backups is not supported. 
+ 
+- The Recovery
+ Service enables databases to restore to the last known good state with minimal data loss, to a specific timestamp, or SCN. The OCI console, however, does not support restoring a database from a specific backup from the list of backups displayed in the interface. Although it's not possible to restore a database from a backup in this list, the list of backups can be used as a reference as to what data is currently available to restore the database.
+ 
+ 
+- The OCI console cannot restore a particular pluggable database (PDB) . Only the full container database (CDB) can be restored.
+ 
+ 
+ 
+
+ 
+
+ 
+ 
+About Required Products and Roles
+
+ 
+
+ 
+This solution requires the following products:
+
+ 
+ 
+- Oracle Cloud
+ Infrastructure 
+ 
+- Oracle Cloud Infrastructure Identity
+ and Access Management 
+ 
+- Oracle Base Database Service 
+ 
+- Oracle Database Zero Data Loss Autonomous Recovery Service 
+ 
+- Oracle Database 
+ 
+ 
+These are the roles needed for each product.
+
+ 
+
+ 
+ 
+ 
+ Product Name: Role 
+ Required to... 
+ 
+ 
+ 
+ 
+ Oracle Cloud
+ Infrastructure : VCN admin 
+ Add OCI services gateway and create security rules to allow connections from Oracle Database Zero Data Loss Autonomous Recovery Service to the Oracle Base Database Service backup network.
+ 
+ 
+ 
+ Oracle Cloud Infrastructure Identity
+ and Access Management : IAM service admin 
+ Add security policies for Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+ 
+ Oracle Base Database Service : database admin 
+ 
+ 
+ 
+- Create database with automatic backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+- Modify database to add automatic backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+ 
+ 
+ 
+ Oracle Database Zero Data Loss Autonomous Recovery Service : admin 
+ Add Oracle Database Zero Data Loss Autonomous Recovery Service subnet for Oracle Base Database Service backups.
+ 
+ 
+ 
+ Oracle Database : sys 
+ Configure backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+ 
+ 
+ 
+
+ 
+See Oracle Products, Solutions, and Services to get what you need.
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+ Title and Copyright Information 
+
+ 
+
+ 
+Back up Oracle Base Database Service to Oracle Database Zero Data Loss Autonomous Recovery
+
+ 
+F84016-03
+
+ 
+July 2025
+
+ 
+ Copyright © 2023,2025, 
+
+Oracle and/or its affiliates.

kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/_template.yaml

@@ -0,0 +1,373 @@
+# Auto-extracted absolute_layout template from
+#   kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/base-database-recovery-backup-architecture/base-database-recovery-backup-architecture.drawio
+# Source: Oracle Architecture Center reference (canonical geometry).
+# Use this as the starting scaffold for a new spec — copy, rename ids,
+# and replace `type: TODO_identify` on services with the right OCI
+# type alias (adb_s, drg, fastconnect, etc.). Container coords and
+# edge waypoints are Oracle's canonical layout; preserve unless the
+# customer's topology requires a change.
+absolute_layout:
+  canvas:
+    width: 850
+    height: 1100
+  containers:
+  - id: c1
+    type: region
+    label: ''
+    x: 0
+    y: 0
+    w: 413
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kb/diagram/assets/archcenter-refs/back-up-base-database-zero-data-loss-recovery/readme.txt

@@ -0,0 +1,7 @@
+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

kb/diagram/assets/archcenter-refs/back-up-exadata-dedicated-zero-data-loss-recovery/_description.md

@@ -0,0 +1,236 @@
+# Back up from Exadata on Dedicated Infrastructure to Zero Data Loss Autonomous Recovery
+
+- Source: https://docs.oracle.com/en/solutions/back-up-exadata-dedicated-zero-data-loss-recovery/index.html
+- Date: 2025-07
+- Type: reference-architecture
+- Services: exacs
+- Tags: database, ha-dr
+
+## Summary (catalog)
+
+Autonomous Recovery Service for ExaCS backups. Automated backup management with real-time redo protection. Validates backup recoverability automatically.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+
+ 
+This playbook describes how to perform backup and recovery operations between Oracle Exadata Database Service on Dedicated
+ Infrastructure and Recovery
+ Service . 
+ 
+
+ 
+ Description of the illustration exadata-dedicated-recovery-backup-architecture.png 
+
+ exadata-dedicated-recovery-backup-architecture.zip 
+
+ 
+
+ 
+
+ 
+ 
+Before You Begin
+
+ 
+
+ 
+ Before you begin, check the versions of major software components used in this setup, and review the product documentation for later reference
+
+ 
+
+ 
+ 
+Review Software Requirements
+
+ 
+
+ 
+
+ 
+ 
+- Oracle Exadata Database Service on Dedicated
+ Infrastructure 
+ 
+- Oracle Database Enterprise Edition Extreme Performance 19.18 or newer
+ 
+ 
+ 
+
+ 
+
+ 
+ 
+Review Documentation
+
+ 
+
+ 
+
+ 
+ 
+- Introducing the Oracle Database Zero Data Loss Autonomous Recovery Service 
+ 
+- About Oracle Database Autonomous Recovery Service 
+ 
+- "Back Up and Recovery in Base Database Service" in Oracle Cloud
+ Infrastructure documentation 
+ 
+ 
+
+ 
+
+ 
+
+ 
+ 
+Considerations for Configuration
+
+ 
+
+ 
+Before you begin to configure backups and recovery, review these assumptions and considerations. 
+
+ 
+ 
+- The virtual cloud network (VCN) where Oracle Exadata Database Service on Dedicated
+ Infrastructure is configured, must route packages to the OCI Services Network (where Recovery
+ Service is configured) via a service gateway.
+ 
+ 
+- There are two types of backups: Oracle managed backups and user configured backups. Oracle managed backups are configured using the OCI console or REST API. User configured backups are configured using the dbaascli only.
+ 
+ 
+- This playbook uses Oracle managed backups to Recovery
+ Service . User configured backups are out of scope of this playbook.
+ 
+ 
+- Combining Oracle managed backups and user configured backups is not supported. 
+ 
+- The Recovery
+ Service enables databases to restore to the last known good state with minimal data loss, to a specific timestamp, or SCN. The OCI console, however, does not support restoring a database from a specific backup from the list of backups displayed in the console. Although it's not possible to restore a database from a backup in this list, the list of backups can be used as a reference as to what data is currently available for restore operations.
+ 
+ 
+- The OCI console cannot restore a particular pluggable database (PDB) . Only the full container database (CDB) can be restored.
+ 
+ 
+ 
+
+ 
+
+ 
+ 
+About Required Products and Roles
+
+ 
+
+ 
+This solution requires the following products and roles:
+
+ 
+ 
+- Oracle Cloud
+ Infrastructure 
+ 
+- Oracle Cloud Infrastructure Identity
+ and Access Management 
+ 
+- Oracle Exadata Database Service on Dedicated
+ Infrastructure 
+ 
+- Oracle Database Zero Data Loss Autonomous Recovery Service 
+ 
+- Oracle Database 
+ 
+ 
+These are the roles needed for each product.
+
+ 
+
+ 
+ 
+ 
+ Service Name: Role 
+ Required to... 
+ 
+ 
+ 
+ 
+ Oracle Cloud
+ Infrastructure : VCN admin 
+ Add OCI services gateway and create security rules to allow connections from Oracle Database Zero Data Loss Autonomous Recovery Service to the Oracle Exadata Database Service on Dedicated
+ Infrastructure backup network.
+ 
+ 
+ 
+ Oracle Cloud Infrastructure Identity
+ and Access Management : IAM service admin 
+ Add security policies for Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+ 
+ Oracle Exadata Database Service on Dedicated
+ Infrastructure : database admin 
+ 
+ 
+ 
+- Create database with Oracle managed backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+- Modify database to add Oracle managed backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+ 
+ 
+ 
+ Oracle Database Zero Data Loss Autonomous Recovery Service : admin 
+ Add Oracle Database Zero Data Loss Autonomous Recovery Service subnet for Oracle Exadata Database Service on Dedicated
+ Infrastructure backups.
+ 
+ 
+ 
+ Oracle Database : sys 
+ Configure backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
+ 
+ 
+ 
+ 
+ 
+
+ 
+See Oracle Products, Solutions, and Services to get what you need.
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+ Title and Copyright Information 
+
+ 
+
+ 
+Back up Oracle Exadata on Dedicated Infrastructure to Oracle Zero Data Loss Autonomous Recovery Service
+
+ 
+F84015-04
+
+ 
+July 2025
+
+ 
+ Copyright © 2023,2025, 
+
+Oracle and/or its affiliates.

kb/diagram/assets/archcenter-refs/back-up-exadata-dedicated-zero-data-loss-recovery/_template.yaml

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kb/diagram/assets/archcenter-refs/back-up-exadata-dedicated-zero-data-loss-recovery/readme.txt

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+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

kb/diagram/assets/archcenter-refs/bread-multicloud-on-oci/_description.md

@@ -0,0 +1,187 @@
+# Run PeopleSoft ERP and Autonomous Database in an HA multicloud deployment
+
+- Source: https://docs.oracle.com/en/solutions/bread-multicloud-on-oci/index.html
+- Date: 2025-02
+- Type: reference-architecture
+- Services: adb-s, compute, load-balancer
+- Tags: application, ha-dr, multicloud, peoplesoft, autonomous
+
+## Summary (catalog)
+
+PeopleSoft HA with ADB-S across cloud providers. Application tier on OCI compute with database on ADB-S. Multi-AZ deployment for high availability with automatic failover.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+The Oracle partner has built and deployed a highly-available Oracle
+ PeopleSoft application using two availability domains in the Oracle Cloud
+ Infrastructure (OCI) region in Ashburn. They use the Phoenix region as a standby region for Oracle Autonomous Database and as a disaster recovery site. 
+ 
+
+ 
+Each of the web and application virtual machine (VM) instances are
+ configured as a high availability pair by using load balancers and by being placed in
+ different availability domains (AD). Each of the load balancers handles certain
+ PeopleSoft functions and URLs. 
+
+ 
+Separate instances of Oracle Autonomous Transaction
+ Processing on Dedicated Infrastructure (ATP-D) are created for each of the PeopleSoft functions:
+ Financials, Phire, Vertex, and Human Capital Management (HCM). Oracle Data Guard is used
+ to replicate the primary databases in Ashburn to standby databases in Phoenix. 
+ 
+
+ 
+They have also built and deployed development (DEV), user acceptance test
+ (UAT), quality assurance (QA), and test environments in the Phoenix region. Oracle Data
+ Guard and RackWare are also used for the DEV, UAT, QA, and test environments. 
+
+ 
+Windows Servers with file shares are used to store PeopleSoft configuration
+ files. Users are able to access PeopleSoft by using the Internet through an internet
+ gateway or from the partner private network by using Oracle Cloud
+ Infrastructure FastConnect to connect to the load balancers. After connecting to the load balancers, users are
+ redirected to an OKTA Access Gateway (OAG). The OAG is used for access authentication
+ and single sign-on (SSO) before allowing users to access PeopleSoft.
+ 
+
+ 
+The move to OCI involved first migrating its PeopleSoft web/application tier
+ and Oracle Database to Oracle Exadata Database
+ Service . After realizing the benefits of ATP, the partner successfully migrated its 7 TB
+ PeopleSoft database to Oracle Autonomous Database . They recognized ease of maintenance and operation of Autonomous Database as key benefits for their modernization effort. 
+ 
+
+ 
+The following diagram illustrates the migration process:
+
+ 
+ Description of the illustration peoplesoft-migration-process.png 
+
+ peoplesoft-migration-process-oracle.zip 
+
+ 
+The partner has built a multicloud architecture that integrates with banking
+ systems, SaaS applications, Microsoft Azure for Active Directory single sign-on (SSO),
+ and MuleSoft (SaaS) for data integration. These integrations connect to Oracle Cloud through their data center private network by using a customer-premises router and
+ then connect into the virtual cloud network (VCN) by using ATP.
+ 
+
+ 
+For disaster recovery, they use Oracle Data Guard to replicate databases to
+ the Phoenix region and uses Oracle Cloud
+ Marketplace partner RackWare to take snapshots of VM instances. This allows them to quickly
+ recover in another region and continue operations in case of a disaster event.
+ 
+
+ 
+To continue their cloud modernization and maturation journey, the partner has
+ future plans to move more systems into cloud native services to reduce the amount of
+ patching, upgrades, and maintenance required.
+
+ 
+The following diagram illustrates this reference architecture.
+
+ 
+ Description of the illustration peoplesoft-prod-oci.png 
+
+ peoplesoft-prod-oci-oracle.zip 
+
+ 
+The architecture has the following components:
+
+ 
+ 
+- Tenancy 
+A tenancy is a secure and isolated partition that Oracle sets up within Oracle Cloud when you sign up for Oracle Cloud
+ Infrastructure . You can create, organize, and administer your resources in Oracle Cloud within your tenancy. A tenancy is synonymous with a company or organization. Usually, a company will have a single tenancy and reflect its organizational structure within that tenancy. A single tenancy is usually associated with a single subscription, and a single subscription usually only has one tenancy.
+ 
+
+ 
+ 
+- Region 
+An Oracle Cloud
+ Infrastructure region is a localized geographic area that contains one or more data centers, called availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
+ 
+
+ 
+ 
+- Audit 
+The Oracle Cloud Infrastructure Audit service automatically records calls to all supported Oracle Cloud
+ Infrastructure public application programming interface (API) endpoints as log events. All OCI services support logging by Oracle Cloud Infrastructure Audit .
+ 
+
+ 
+ 
+- Policy 
+An Oracle Cloud Infrastructure Identity
+ and Access Management policy specifies who can access which resources, and how. Access is granted at the group and compartment level, which means you can write a policy that gives a group a specific type of access within a specific compartment, or to the tenancy.
+ 
+
+ 
+ 
+- Logging 
+ Oracle Cloud Infrastructure Logging is a highly-scalable and fully-managed service that provides access to the following types of logs from your resources in the cloud:
+ 
+ 
+- Audit logs: Logs related to events produced by OCI Audit .
+ 
+ 
+- Service logs: Logs published by individual services such as OCI API Gateway , OCI Events , OCI Functions , OCI Load Balancing , OCI Object Storage , and VCN flow logs. 
+ 
+ 
+- Custom logs: Logs that contain diagnostic information from custom applications, other cloud providers, or an on-premises environment. 
+ 
+ 
+
+ 
+ 
+- Object storage 
+ OCI Object Storage provides quick access to large amounts of structured and unstructured data of any content type, including database backups, analytic data, and rich content such as images and videos. You can safely and securely store data directly from the internet or from within the cloud platform. You can scale storage without experiencing any degradation in performance or service reliability. 
+ 
+
+ 
+Use standard storage for "hot" storage that you need to access quickly, immediately, and frequently. Use archive storage for "cold" storage that you retain for long periods of time and seldom or rarely access.
+
+ 
+ 
+- Compartment 
+Compartments are cross-regional logical partitions within an Oracle Cloud
+ Infrastructure tenancy. Use compartments to organize, control access, and set usage quotas for your Oracle Cloud resources. In a given compartment, you define policies that control access and set privileges for resources.
+ 
+
+ 
+ 
+- Availability domain 
+Availability domains are standalone, independent data centers within a region. The physical resources in each availability domain are isolated from the resources in the other availability domains, which provides fault tolerance. Availability domains don’t share infrastructure such as power or cooling, or the internal availability domain network. So, a failure at one availability domain shouldn't affect the other availability domains in the region.
+
+ 
+ 
+- Virtual cloud network (VCN) and subnets 
+A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
+ Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private. 
+ 
+
+ 
+ 
+- Security list 
+For each subnet, you can create security rules that specify the source, destination, and type of traffic that must be allowed in and out of the subnet.
+
+ 
+ 
+- Route table 
+Virtual route tables contain rules to route traffic from subnets to destinations outside a VCN, typically through gateways.
+
+ 
+ 
+- Internet gateway 
+An internet gateway allows traffic between the public subnets in a VCN and the public internet.
+
+ 
+ 
+- Dynamic routing gateway (DRG) 
+The DRG is a virtual router that provides a path for private network traffic between VCNs in the sa

kb/diagram/assets/archcenter-refs/bread-multicloud-on-oci/_template.yaml

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kb/diagram/assets/archcenter-refs/bread-multicloud-on-oci/readme.txt

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+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

kb/diagram/assets/archcenter-refs/cicd-pipeline-oci-functions/_description.md

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+# Build a CI/CD pipeline for OCI Functions deployment using GitHub Action
+
+- Source: https://docs.oracle.com/en/solutions/cicd-pipeline-oci-functions/index.html
+- Date: 2024-10
+- Type: reference-architecture
+- Services: functions
+- Tags: devops
+
+## Summary (catalog)
+
+GitHub Actions workflow for OCI Functions deployment. Automated build, test, and deploy pipeline. Container image build and push to OCI Container Registry, function deployment via OCI CLI.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+This architecture uses GitHub Actions as an external continuous integration
+ and deployment system to build code, containerize it, and deploy Oracle Cloud Infrastructure
+ Functions. Instead of GitHub Action, you can use other integrated development environment
+ (IDE) tools, such as GitLab, or Azure DevOps.
+
+ 
+The following diagram illustrates this reference architecture.
+ 
+ Description of the illustration cicd-deploy-oci-functions.png 
+ cicd-deploy-oci-functions-oracle.zip 
+
+ 
+The architecture includes the following external systems:
+
+ 
+ 
+- External System (CI/CD) 
+The external system for
+ CI/CD includes the integrated development environment (IDE), the code
+ repository, and pipeline. 
+
+ 
+This architecture uses GitHub
+ Actions as an external continuous integration and deployment code repository
+ system. It is used to build code and then containerize it using Docker. When the
+ containerized image is ready, GitHub Actions pushes the image to an OCI Registry . After completing the transfer to the registry, it kicks off the OCI
+ Functions deployment. You can use other continuous integration or deployment
+ systems like OCI DevOps, Azure DevOps, Gitlab, or Jenkins based on your
+ requirements.
+ 
+
+ 
+ 
+- External System (SIEM/ITSM/OTHER) 
+The external
+ system for SIEM and ITSM represents other third-party systems or non-OCI
+ services. 
+
+ 
+Aggregating and enriching OCI Audit logs, service
+ logs, and security events are foundational requirements to external SIEM or ITSM
+ systems. Centralizing this data allows organizations to analyze, monitor, and
+ secure their tenancies.
+
+ 
+ 
+ 
+The architecture has the following components:
+
+ 
+ 
+- Region 
+An Oracle Cloud
+ Infrastructure region is a localized geographic area that
+ contains one or more data centers, called
+ availability domains. Regions are independent of
+ other regions, and vast distances can separate
+ them (across countries or even
+ continents).
+ 
+
+ 
+ 
+- Virtual cloud network (VCN) and subnets 
+A VCN is a customizable,
+ software-defined network that you set up in an Oracle Cloud
+ Infrastructure region. Like traditional data center networks,
+ VCNs give you control over your network
+ environment. A VCN can have multiple
+ non-overlapping CIDR blocks that you can change
+ after you create the VCN. You can segment a VCN
+ into subnets, which can be scoped to a region or
+ to an availability domain. Each subnet consists of
+ a contiguous range of addresses that don't overlap
+ with the other subnets in the VCN. You can change
+ the size of a subnet after creation. A subnet can
+ be public or private. 
+ 
+
+ 
+ 
+- Registry 
+ Oracle Cloud Infrastructure
+ Registry is an Oracle-managed registry that enables you
+ to simplify your development-to-production
+ workflow. Registry makes it easy for you to store,
+ share, and manage development artifacts, like
+ Docker images. The highly available and scalable
+ architecture of Oracle Cloud
+ Infrastructure ensures that you can deploy and manage your
+ applications reliably.
+ 
+
+ 
+ 
+- Functions 
+ Oracle Cloud Infrastructure
+ Functions is a fully managed, multitenant, highly
+ scalable, on-demand, Functions-as-a-Service (FaaS)
+ platform. It is powered by the Fn Project open
+ source engine. Functions enable you to deploy your
+ code, and either call it directly or trigger it in
+ response to events. Oracle Functions uses Docker
+ containers hosted in Oracle Cloud Infrastructure
+ Registry .
+ 
+
+ 
+ 
+- Service
+ connectors 
+ Oracle Cloud
+ Infrastructure Service Connector Hub is a cloud message bus
+ platform that orchestrates data movement between
+ services in OCI. You can use service connectors to
+ move data from a source service to a target
+ service. Service connectors also enable you to
+ optionally specify a task (such as a function) to
+ perform on the data before it is delivered to the
+ target service.
+ 
+
+ 
+You can
+ use Oracle Cloud
+ Infrastructure Service Connector Hub to quickly build a
+ logging aggregation framework for security
+ information and event management (SIEM) systems.
+ 
+ 
+
+ 
+ 
+- Logging 
+Logging is a
+ highly scalable and fully managed service that
+ provides access to the following types of logs
+ from your resources in the cloud:
+ 
+ 
+- Audit logs : Logs related to
+ events emitted by the Audit service.
+ 
+ 
+- Service logs : Logs emitted
+ by individual services such as API Gateway,
+ Events, Functions, Load Balancing, Object Storage,
+ and VCN flow logs. 
+ 
+ 
+- Custom logs : Logs that
+ contain diagnostic information from custom
+ applications, other cloud providers, or an
+ on-premises environment.
+ 
+ 
+ 
+
+ 
+ 
+- Streaming 
+ Oracle Cloud
+ Infrastructure Streaming provides a fully managed, scalable,
+ and durable storage solution for ingesting
+ continuous, high-volume streams of data that you
+ can consume and process in real time. You can use
+ Streaming for ingesting high-volume data, such as
+ application logs, operational telemetry, web
+ click-stream data; or for other use cases where
+ data is produced and processed continually and
+ sequentially in a publish-subscribe messaging
+ model.
+ 
+
+ 
+ 
+- Notifications 
+The Oracle Cloud Infrastructure
+ Notifications service broadcasts messages to distributed
+ components through a publish-subscribe pattern,
+ delivering secure, highly reliable, low latency,
+ and durable messages for applications hosted on
+ Oracle Cloud
+ Infrastructure .
+ 
+
+ 
+ 
+ 
+
+ 
+
+ 
+ 
+Recommendations
+
+ 
+
+ 
+ Use the following recommendations as a starting point.
+ Your requirements might differ from the architecture described here. 
+ 
+
+ 
+ 
+- VCN 
+When you create a VCN, determine the number of CIDR blocks required and the size of each block based on the number of resources that you plan to attach to subnets in the VCN. Use CIDR blocks that are within the standard private IP address space.
+
+ 
+Select CIDR blocks that don't overlap with any other network (in Oracle Cloud
+ Infrastructure , your on-premises data center, or another cloud provider) to which you intend to set up private connections.
+ 
+
+ 
+After you create a VCN, you can change, add, and remove its CIDR blocks.
+
+ 
+When you design the subnets, consider your traffic flow and security requirements. Attach all the resources within a specific tier or role to the same subnet, which can serve as a security boundary.
+
+ 
+Use regional subnets.
+
+ 
+ 
+- Security lists 
+Use security lists to define ingress and egress rules that apply to the entire subnet.
+
+ 
+ 
+- Network security groups (NSGs) 
+You can use NSGs to define a set of ingress and egress rules that apply to specific VNICs. We recommend using NSGs rather than security lists, because NSGs enable you to separate the VCN's subnet architecture from the security requirements of your application.
+
+ 
+ 
+- Cloud Guard 
+Apply Cloud Guard at
+ the tenancy level to cover the broadest scope and to reduce
+ the administrative burden of maintaining multiple
+ configurations.
+
+ 
+You
+ can also use the Managed List feature to apply certain
+ configurations to detectors.
+
+ 
+ 
+- Security Zones 
+For resources that require maximum security, Oracle recommends that you use security zones. A security zone is a compartment associated with an Oracle-defined recipe of security policies that are based on best practices. For example, the resources in a security zone must not be accessible from the public internet and they must be encrypted using customer-managed keys. When you create and update resources in a security zone, Oracle Cloud
+ Infrastructure validates the operations against the policies in the security-zone recipe, and denies operations that violate any of the policies.
+ 
+
+ 
+ 
+- OCI Functions 
+Applications deployed through the OCI Functions service are highly available, scalable, secure, and
+ monitored. With OCI Functions , you can write code in Java, Python, Node, Go, Ruby, and
+ C# (and for advanced use cases, bring your own Dockerfile,
+ and Graal VM). You can then deploy your code, call it
+ directly or trigger it in response to events.
+ 
+
+ 
+ 
+- OCI Registry 
+This architecture deploys a public D

kb/diagram/assets/archcenter-refs/cicd-pipeline-oci-functions/_template.yaml

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+# Auto-extracted absolute_layout template from
+#   kb/diagram/assets/archcenter-refs/cicd-pipeline-oci-functions/cicd-deploy-oci-functions-oracle/cicd-deploy-oci-functions.drawio
+# Source: Oracle Architecture Center reference (canonical geometry).
+# Use this as the starting scaffold for a new spec — copy, rename ids,
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+# edge waypoints are Oracle's canonical layout; preserve unless the
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+    x: 0
+    y: 0
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+    h: 14
+  - id: '258'
+    type: region
+    label: ''
+    x: 0
+    y: 0
+    w: 30
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+  services:
+  - id: '11'
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+    label: ''
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kb/diagram/assets/archcenter-refs/cicd-pipeline-oci-functions/readme.txt

@@ -0,0 +1,7 @@
+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

kb/diagram/assets/archcenter-refs/cis-oci-benchmark/_description.md

@@ -0,0 +1,214 @@
+# Deploy a secure landing zone that meets the CIS OCI Foundations Benchmark
+
+- Source: https://docs.oracle.com/en/solutions/cis-oci-benchmark/index.html
+- Date: 2025-02
+- Type: reference-architecture
+- Services: cloud-guard, vault, vcn, bastion
+- Tags: security
+
+## Summary (catalog)
+
+CIS-compliant OCI landing zone with compartment-based organization, segregation of duties through IAM groups/policies. Supports standalone, hub-spoke, and DMZ VCN patterns. Zero Trust Packet Routing enabled.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+ The architecture starts with the compartment
+ design for the tenancy, along with groups and policies for the segregation of duties.
+ In OCI Core Landing Zone, provisioning of landing zone compartments within a
+ designated parent compartment is supported. Each of the landing zone compartments is
+ assigned a group with the appropriate permissions for managing resources in the compartment
+ and for accessing required resources in other compartments.
+ 
+
+ 
+OCI Core Landing Zone has the ability to provision multiple VCNs, either in
+ standalone mode or as constituent parts of a hub-and-spoke architecture, or connected
+ through a DMZ VCN. The VCNs can either follow a general-purpose, three-tier network
+ topology or be oriented toward specific topologies for supporting OCI Kubernetes Engine (OKE) or Oracle Exadata Database
+ Service deployments. They are configured out-of-the-box with the necessary routing, with
+ their inbound and outbound interfaces properly secured.
+ 
+
+ 
+The landing zone includes various pre-configured security services that can
+ be deployed in tandem with the overall architecture for a strong security posture. These
+ services are Oracle Cloud Guard , VCN flow logs, OCI Connector Hub , OCI Vault with customer-managed keys, OCI Vulnerability Scanning Service, Security Zones, and
+ Zero Trust Packet Routing (ZPR). Notifications are set using Topics and Events for
+ alerting administrators about changes in the deployed resources.
+ 
+
+ 
+The following diagram illustrates this reference architecture.
+
+ 
+ Description of the illustration oci-core-landingzone.png 
+
+ oci-core-landingzone-oracle.zip 
+
+ 
+The architecture has the following components:
+
+ 
+ 
+- Tenancy 
+A tenancy is a secure and isolated partition that Oracle sets up within Oracle Cloud when you sign up for Oracle Cloud
+ Infrastructure . You can create, organize, and administer your resources in Oracle Cloud within your tenancy. A tenancy is synonymous with a company or organization. Usually, a company will have a single tenancy and reflect its organizational structure within that tenancy. A single tenancy is usually associated with a single subscription, and a single subscription usually only has one tenancy.
+ 
+
+ 
+ 
+- Identity domain 
+An identity domain is a container
+ for managing users and roles, federating and provisioning users, securing
+ application integration through single sign-on (SSO) configuration, and
+ SAML/OAuth-based identity provider administration. It represents a user
+ population in Oracle Cloud Infrastructure and its associated configurations and
+ security settings (such as MFA).
+
+ 
+ 
+- Policies 
+An Oracle Cloud Infrastructure Identity
+ and Access Management policy specifies who can access which resources, and how. Access is granted at the group and compartment level, which means you can write a policy that gives a group a specific type of access within a specific compartment, or to the tenancy.
+ 
+
+ 
+ 
+- Compartments 
+Compartments are cross-regional logical partitions within an Oracle Cloud
+ Infrastructure tenancy. Use compartments to organize, control access, and set usage quotas for your Oracle Cloud resources. In a given compartment, you define policies that control access and set privileges for resources.
+ 
+
+ 
+The resources in this landing zone template are
+ provisioned in the following compartments:
+ 
+ 
+- A recommended enclosing compartment containing all
+ compartments listed below. 
+ 
+- A Network compartment for all the networking resources,
+ including the required network gateways. 
+ 
+- A Security compartment for the logging, key management, and
+ notifications resources. 
+ 
+- An App compartment for the application-related services,
+ including compute, storage, functions, streams, Kubernetes nodes, API
+ gateway, and so on. 
+ 
+- A Database compartment for all database resources. 
+ 
+- An optional compartment for Oracle Exadata Database
+ Service infrastructure.
+ 
+ 
+ 
+
+ 
+The grayed out icons in the diagram indicate services
+ that are not provisioned by the template.
+
+ 
+This compartment
+ design reflects a basic functional structure observed across different
+ organizations, where IT responsibilities are typically separated among
+ networking, security, application development, and database
+ administrators.
+
+ 
+ 
+- Virtual cloud network (VCN) and subnets 
+A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
+ Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private. 
+ 
+
+ 
+The template can deploy VCNs for different workload types,
+ including three-tier VCNs for typical three-tier web-based applications, OCI Kubernetes Engine applications and Oracle Exadata Database
+ Service .
+ 
+
+ 
+ 
+- Internet gateway 
+An internet gateway allows traffic between the public subnets in a VCN and the public internet.
+
+ 
+ 
+- Dynamic routing gateway (DRG) 
+The DRG is a
+ virtual router that provides a path for private network traffic between
+ on-premises networks and VCNs and can also be used to route traffic between VCNs
+ in the same region or across regions.
+
+ 
+ 
+- NAT gateway 
+A NAT gateway enables private resources in a VCN to access hosts on the internet, without exposing those resources to incoming internet connections.
+
+ 
+ 
+- Service gateway 
+The service gateway provides access from a VCN to other services, such as Oracle Cloud
+ Infrastructure Object Storage . The traffic from the VCN to the Oracle service travels over the Oracle network fabric and does not traverse the internet.
+ 
+
+ 
+ 
+- Oracle services network 
+The Oracle Services Network (OSN) is a conceptual network in Oracle Cloud
+ Infrastructure that is reserved for Oracle services. These services have public IP addresses that you can reach over the internet. Hosts outside Oracle Cloud can access the OSN privately by using Oracle Cloud
+ Infrastructure FastConnect or VPN Connect. Hosts in your VCNs can access the OSN privately through a service gateway.
+ 
+
+ 
+ 
+- Network security groups (NSGs) 
+NSGs act as virtual firewalls for your cloud resources. With the zero-trust security model of Oracle Cloud
+ Infrastructure you control the network traffic inside a VCN. An NSG consists of a set of ingress and egress security rules that apply to only a specified set of VNICs in a single VCN.
+ 
+
+ 
+ 
+- Events 
+ Oracle Cloud
+ Infrastructure services emit events, which are structured messages that describe the changes in resources. Events are emitted for create, read, update, or delete (CRUD) operations, resource lifecycle state changes, and system events that affect cloud resources.
+ 
+
+ 
+ 
+- Notifications 
+ OCI Notifications broadcasts messages to distributed components by using a low latency publish-subscribe pattern, delivering secure, highly reliable, durable messages for applications hosted on Oracle Cloud
+ Infrastructure .
+ 
+
+ 
+ 
+- Vault 
+ Oracle Cloud Infrastructure Vault enables you to centrally manage the encryption
+ keys that protect your data and the secret
+ credentials that you use to secure access to your
+ resources in the cloud. You can use the Vault
+ service to create and manage vaults, keys, and
+ secrets.
+ 
+
+ 
+ 
+- Logs 
+ Oracle Cloud Infrastructure Logging is a highly-scalable and fully-managed service that provides access to the following types of logs from your resources in the cloud:
+ 
+ 
+- Audit logs: Logs related to events produced by OCI Audit .
+ 
+ 
+- Service logs: Logs published by individual services such as OCI API Gateway , OCI Events , OCI Functions , OCI Load Balancing , OCI Object Storage , and VCN flow logs. 
+ 
+ 
+- Custom logs: Logs th

kb/diagram/assets/archcenter-refs/cis-oci-benchmark/readme.txt

@@ -0,0 +1,7 @@
+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

kb/diagram/assets/archcenter-refs/cloud-native-dicom-on-oci/_description.md

@@ -0,0 +1,267 @@
+# Implement a cloud-native DICOM store on Oracle Cloud Infrastructure
+
+- Source: https://docs.oracle.com/en/solutions/cloud-native-dicom-on-oci/index.html
+- Date: 2025-12
+- Type: reference-architecture
+- Services: oke, object-storage, adb-s
+- Tags: healthcare, application, autonomous
+
+## Summary (catalog)
+
+Cloud-native DICOM store on OKE with Object Storage for medical images and ADB-S for metadata. DICOMweb API compliance for interoperability with medical imaging systems.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+This architecture implements a DICOM store on Oracle Cloud
+ Infrastructure .
+ 
+
+ 
+The following diagram illustrates this reference architecture.
+
+ 
+ Description of the illustration dicom-oci-diagram.png 
+
+ oci-dicom-store-oracle.zip 
+
+ 
+The architecture has the following components:
+
+ 
+ 
+- Oracle Cloud
+ Infrastructure 
+ Oracle Cloud
+ Infrastructure (OCI) is Oracle's cloud computing platform
+ that provides a comprehensive suite of services for
+ building, deploying, and managing applications in the cloud.
+ Designed for enterprise performance and security, OCI offers
+ infrastructure as a service (IaaS), platform as a service
+ (PaaS), and other cloud services such as AI, machine
+ learning, networking, storage, and database solutions.
+ 
+
+ 
+OCI provides high performance, scalability, and
+ cost-efficiency, supporting a wide range of workloads from
+ legacy enterprise applications to cloud-native services. It
+ is ideal for businesses seeking robust cloud capabilities
+ with strong support for hybrid and multi-cloud
+ architectures.
+
+ 
+ 
+- Cloud-based data science platform 
+ Oracle Cloud Infrastructure Data Science is a fully managed platform that enables data scientists
+ to build, train, deploy, and manage machine learning models
+ at scale. It provides a collaborative, secure environment
+ with integrated tools for the entire data science lifecycle,
+ including notebooks, automated model training, model
+ evaluation, and deployment.
+ 
+
+ 
+ Data
+ Science supports popular open-source frameworks like TensorFlow,
+ scikit-learn, PyTorch, and XGBoost, and offers seamless
+ integration with other OCI services such as Object Storage,
+ Data Flow, and AI Services. Backed by a wide selection of
+ CPU and GPU shapes, Data
+ Science helps organizations accelerate AI development, streamline
+ collaboration across teams, and operationalize machine
+ learning models efficiently in the cloud.
+ 
+
+ 
+ 
+- AI model training and inference 
+AI
+ training and inference are the two core stages in the
+ lifecycle of an artificial intelligence model:
+
+ 
+ 
+- Training is the process by which a model
+ learns from large datasets by adjusting its internal
+ parameters to recognize patterns, make predictions,
+ or perform specific tasks. This phase is
+ computationally intensive and requires powerful
+ hardware such as GPUs, as well as high-throughput
+ storage and networking. 
+ 
+- Inference is the stage where the trained
+ model is used to make predictions or decisions based
+ on new, unseen data. Inference typically needs to be
+ fast and scalable, especially in real-time
+ applications like medical imaging, fraud detection,
+ or virtual assistants. 
+ 
+ 
+Chosen by world’s leading AI companies such as
+ OpenAI and xAI, OCI Generative AI infrastructure has emerged as a leading platform for AI
+ model training and inference, offering a unique combination
+ of performance, scalability, and cost-efficiency.
+ 
+
+ 
+ 
+- Security and Compliance 
+OCI offers a
+ comprehensive set of security and compliance features
+ designed to protect data, applications, and workloads across
+ the cloud environment. OCI provides built-in security at
+ every layer, including network security, identity and access
+ management (IAM), data encryption, threat detection, and
+ monitoring.
+
+ 
+Key features include isolated
+ network virtualization, customer-controlled encryption keys,
+ security zones, and Oracle Cloud Guard for continuous monitoring and automated threat response.
+ OCI also supports compliance with major industry and
+ regulatory standards such as ISO, SOC, HIPAA, GDPR, and
+ FedRAMP, helping organizations meet strict data protection
+ and governance requirements.
+ 
+
+ 
+These
+ capabilities make OCI a trusted platform for running
+ sensitive, mission-critical workloads securely and in
+ compliance with global standards.
+
+ 
+ 
+- Orthanc 
+Orthanc is an open-source,
+ lightweight DICOM server designed to manage, store, and
+ share medical imaging data. It is widely used in hospitals
+ and research labs, and by developers to build imaging
+ workflows without relying on heavy commercial PACS (Picture
+ Archiving and Communication Systems).
+
+ 
+Orthanc seamlessly integrates with OCI Object Storage and OCI Database with PostgreSQL , providing a DICOMweb API endpoint that enables users to
+ store, retrieve, and query DICOM images by using RESTful
+ APIs.
+ 
+
+ 
+In this reference architecture,
+ Orthanc is deployed on OCI Container Instances or OCI Container Instances (OKE), eliminating the infrastructure management overhead
+ for our healthcare customers.
+ 
+
+ 
+ 
+- OCI Object Storage 
+Actual DICOM images are stored in an
+ OCI Object Storage bucket.
+ 
+
+ 
+ OCI Object Storage offers highly durable, infinitely scalable, and secure
+ storage for any type of data—structured or unstructured.
+ Whether you're archiving medical images, serving media
+ files, or backing up enterprise workloads, OCI Object Storage provides low-latency access, built-in redundancy, and
+ tiered pricing to optimize cost and performance. It is
+ designed for modern cloud applications, integrates natively
+ with AI, analytics, and DevOps tools, and offers seamless
+ data lifecycle management, all with no up-front hardware
+ investment.
+ 
+
+ 
+ 
+- OCI Database with PostgreSQL 
+In this reference architecture, Orthanc
+ is integrated with OCI Database with PostgreSQL to manage and index the non-image metadata associated
+ with DICOM files. While Orthanc can run without an external
+ database (using its built-in SQLite engine), integrating
+ with a managed and more powerful database such as OCI Database with PostgreSQL is recommended for scalability and performance.
+ 
+
+ 
+ 
+- OCI Kubernetes Engine 
+ Oracle Cloud Infrastructure Kubernetes Engine ( OCI Kubernetes Engine or OKE ) is a fully managed, enterprise-grade Kubernetes service
+ that simplifies container orchestration on Oracle Cloud.
+ With OKE, you get automated provisioning, scaling, and
+ updates, so you can deploy, run, and manage cloud-native
+ applications with less overhead.
+ 
+
+ 
+Running
+ AI workloads on OKE gives you the best of both worlds: the flexibility of
+ containers and Kubernetes, combined with the power of OCI’s
+ high-performance infrastructure. Whether you're training
+ models on GPU nodes or deploying inference at scale, OKE lets you manage AI pipelines with ease using your
+ favorite tools like TensorFlow, PyTorch, or Hugging
+ Face.
+ 
+
+ 
+With automated scaling, GPU
+ support, integrated logging, and cost-efficient pricing, OKE makes it simple to build, run, and scale AI workloads in
+ production, all in a secure, enterprise-grade
+ environment.
+ 
+
+ 
+ 
+- OCI FastConnect 
+ OCI FastConnect offers dedicated, private network connectivity between
+ customer’s on-premises facility, such as a hospital, and Oracle Cloud , delivering high throughput, low latency, and predictable
+ performance for enterprise workloads. It bypasses the public
+ internet entirely, improving security and reliability for
+ hybrid and multicloud architectures.
+ 
+
+ 
+But
+ what sets OCI FastConnect apart is its cost model: OCI doesn’t charge for data
+ egress over Oracle Cloud , unlike other cloud providers that often impose steep
+ outbound data transfer fees. This creates significant cost
+ savings for data-heavy workloads like medical
+ imaging.
+ 
+
+ 
+ 
+- OCI Roving Edge Device 
+OCI Roving
+ Edge Devices (REDs) help facilitate DICOM data transmission
+ and provide the necessary infrastructure for local
+ inference. They bring the power of Oracle Cloud to the edge: rugged, portable, high-performance nodes
+ that let you run applications, process data, and deploy AI
+ models in disconnected or remote environments.
+ 
+
+ 
+REDs enable low-latency edge computing with
+ full compatibility with OCI services. You can preload VMs,
+ containers, and data, then synchronize with the cloud when
+ connectivity is available.
+
+ 
+ 
+ 
+
+ 
+
+ 
+ 
+Recommendations
+
+ 
+
+ 
+ Use the following recommendations as a starting point
+ for implementing a DICOM store on Oracle Cloud
+ Infrastructure . Your requirements mi

kb/diagram/assets/archcenter-refs/cloud-native-dicom-on-oci/_template.yaml

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+# Use this as the starting scaffold for a new spec — copy, rename ids,
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kb/diagram/assets/archcenter-refs/cloud-native-dicom-on-oci/readme.txt

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+The diagram you downloaded is available in these formats:
+- DRAWIO
+- SVG
+
+You can customize them for your organization using the associated tools:
+- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
+- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.
+
+Note that all diagram components are ungrouped and in a single layer.

kb/diagram/assets/archcenter-refs/cloud-native-ecommerce/_description.md

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+# Deploy a microservices-based application in Kubernetes connected to an autonomous database
+
+- Source: https://docs.oracle.com/en/solutions/cloud-native-ecommerce/index.html
+- Date: 2025-04
+- Type: reference-architecture
+- Services: oke, adb-s, api-gateway, streaming, waf, vault, functions
+- Tags: application, autonomous
+
+## Summary (catalog)
+
+Cloud-native e-commerce on OKE with ADB-S. Regional VCN subnets, VM.Standard2.1 shapes, up to 1000 nodes. API Gateway for ingress, WAF + Vault for security, Streaming for event-driven microservices.
+
+## Architecture (fetched from source)
+
+Architecture
+
+ 
+
+ 
+In a microservices architecture, each microservice performs a simple task, and communicates with clients or other microservices by using lightweight mechanisms such as REST API requests.
+
+ 
+This reference architecture is for an e-commerce application that's composed of multiple polyglot microservices deployed as Docker containers in a Kubernetes cluster. Data persistence is achieved using an Oracle Autonomous Transaction
+ Processing database. Media and image files for the e-commerce application are stored in Oracle Cloud
+ Infrastructure Object Storage .
+ 
+
+ 
+The following diagram illustrates the architecture.
+
+ 
+ Description of the illustration mushop-infrastructure.png 
+
+ mushop-infrastructure-oracle.zip 
+
+ 
+The architecture has the following components:
+
+ 
+ 
+- Region 
+An Oracle Cloud
+ Infrastructure region is a localized geographic area that contains one or more data centers, hosting availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
+ 
+
+ 
+ 
+- Availability domain 
+Availability domains are standalone, independent data centers within a region. The physical resources in each availability domain are isolated from the resources in the other availability domains, which provides fault tolerance. Availability domains don’t share infrastructure such as power or cooling, or the internal availability domain network. So, a failure at one availability domain shouldn't affect the other availability domains in the region.
+
+ 
+ 
+- Fault domains 
+A fault domain is a grouping of hardware and infrastructure within an availability domain. Each availability domain has three fault domains with independent power and hardware. OCI Kubernetes Engine handles distribution of the nodes in the cluster across multiple fault domains. So your containerized application is protected against physical server failure, system maintenance, and power failure within an fault domain.
+ 
+
+ 
+ 
+- Virtual cloud network (VCN) and subnets 
+A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
+ Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private. 
+ 
+
+ 
+ 
+- Service gateway 
+A service gateway provides access from a VCN to other services, such as Oracle Cloud
+ Infrastructure Object Storage . The traffic from the VCN to the Oracle service travels over the Oracle network fabric and does not traverse the internet.
+ 
+
+ 
+ 
+- Network address translation (NAT) gateway 
+A NAT gateway enables private resources in a VCN to access hosts on the internet, without exposing those resources to incoming internet connections.
+
+ 
+ 
+- Internet gateway 
+An internet gateway allows traffic between the public subnets in a VCN and the public internet.
+
+ 
+ 
+- Autonomous Transaction
+ Processing 
+ Oracle Autonomous Transaction
+ Processing is a self-driving, self-securing, self-repairing database service that is optimized for transaction processing workloads. You do not need to configure or manage any hardware, or install any software. Oracle Cloud
+ Infrastructure handles creating, backing up, patching, upgrading, and tuning the database.
+ 
+
+ 
+ 
+- Object storage 
+
+ OCI Object Storage provides access to large amounts of structured
+ and unstructured data of any content type,
+ including database backups, analytic data, and
+ rich content such as images and videos. You can
+ safely and securely store data directly from the
+ internet or from within the cloud platform. You
+ can scale storage without experiencing any
+ degradation in performance or service reliability.
+ 
+ 
+
+ 
+In this architecture, the media assets of the application are stored in Oracle Cloud
+ Infrastructure Object Storage in a bucket of the standard storage class.
+ 
+
+ 
+ 
+- Kubernetes Engine 
+ Oracle Cloud Infrastructure Kubernetes Engine ( OCI Kubernetes Engine or OKE ) is a fully-managed, scalable, and highly available service that you can use to deploy your containerized applications to the cloud. You specify the compute resources that your applications require, and Kubernetes Engine provisions them on Oracle Cloud
+ Infrastructure in an existing tenancy. OKE uses Kubernetes to automate the deployment, scaling, and management of containerized applications across clusters of hosts.
+ 
+
+ 
+The following diagram shows the interactions
+ between the containerized microservices in this architecture:
+
+ 
+ Description of the illustration mushop-infrastructure-expand.png 
+
+ mushop-infrastructure-expand-oracle.zip 
+
+ 
+Traffic from the public internet is routed by the DNS service
+ through a web application firewall (WAF) to the load balancer, which forwards
+ the incoming requests to an Ingress (Nginx) microservice. The Ingress
+ microservice sends traffic to a Router (Traefik) microservice. Depending on the
+ nature of the requests, the Router microservice routes them to the appropriate
+ microservices in the application. Besides interacting with other microservices,
+ many of the microservices also interact with Oracle Cloud
+ Infrastructure services: OCI Object Storage , OCI API Gateway , OCI Functions , OCI Email Delivery , OCI Streaming , and Oracle Autonomous Database .
+ 
+
+ 
+ 
+ 
+
+ 
+
+ 
+ 
+Recommendations
+
+ 
+
+ 
+ Use the following recommendations as a starting point. Your requirements might differ from the architecture described here. 
+
+ 
+ 
+- VCN 
+When you create a VCN, determine the number of CIDR blocks required and the size of each block based on the number of resources that you plan to attach to subnets in the VCN. Use CIDR blocks that are within the standard private IP address space.
+
+ 
+Select CIDR blocks that don't overlap with any other network (in Oracle Cloud
+ Infrastructure , your on-premises data center, or another cloud provider) to which you intend to set up private connections.
+ 
+
+ 
+After you create a VCN, you can change, add, and remove its CIDR blocks.
+
+ 
+When you design the subnets, consider your traffic flow and security requirements. Attach all the resources within a specific tier or role to the same subnet, which can serve as a security boundary.
+
+ 
+Use regional subnets.
+
+ 
+
+ 
+Note:
+The Terraform code to implement this architecture provisions the Oracle Autonomous Transaction
+ Processing database in the Oracle services network. If you prefer to expose only a private endpoint for the database, then you can adjust the Terraform code to attach the database to a private subnet, as shown in the architecture diagram.
+ 
+
+ 
+ 
+- OCI Kubernetes Engine 
+In this architecture, the worker nodes in the Kubernetes
+ cluster use the VM.Standard2.1 shape, and they run on Oracle Linux. You can
+ create up to 1000 nodes in a cluster.
+
+ 
+ 
+ 
+
+ 
+
+ 
+ 
+Considerations
+
+ 
+
+ 
+When implementing this architecture, consider your requirements for the following parameters:
+
+ 
+ 
+- Scalability 
+You can scale out your application by updating the number of worker nodes in the Kubernetes cluster, depending on the load. Similarly, you can scale in by reducing the number of worker nodes in the cluster. When you create a service on the Kubernetes cluster, you can create a load balancer to distribute service traffic among the nodes assigned to the service. This architecture uses a load balancer to handle incoming requests.
+
+ 
+ 
+- Application availability 
+Fault domains provide resilience
+ within a single availability domain. You can also deploy instances or nodes that
+ perform the same tasks in multiple availability domains. This design removes
+ single points of failure by introducing redundancy. In this architecture, Oracle Cl

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