Async chat processing eliminates 504 timeouts - POST returns immediately, backend processes in background, frontend polls for results with timestamps. Scale to ~12 simultaneous chats via 8 uvicorn workers + 16-thread executor. Parallelized MCP data collection, 2h session cache, 5min tool timeout. Full dead code cleanup across backend, frontend, MCP, docker, and nginx.