First commit

tests/unit/test_agent_runtime.py

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+import pytest
+from types import SimpleNamespace
+from app.agents.runtime import AgentRuntimeMixin
+
+class DummyAgent(AgentRuntimeMixin):
+    def __init__(self):
+        self.settings = SimpleNamespace(CACHE_TTL_SECONDS=10)
+        self.calls = 0
+        self.cache = None
+        self.rag_service = None
+        self.telemetry = None
+        class LLM:
+            async def ainvoke(inner, messages):
+                self.calls += 1
+                return 'ok'
+        self.llm = LLM()
+
+@pytest.mark.asyncio
+async def test_agent_runtime_without_cache_invokes_llm():
+    agent = DummyAgent()
+    answer = await agent._invoke_llm_cached({'user_text':'oi'}, 'dummy', [{'role':'user','content':'oi'}])
+    assert answer == 'ok'
+    assert agent.calls == 1