FastAPI + Claude Code sounds like a shortcut.But in this workflow, the agent doesn’t just get a prompt. It gets a project setup:✅ uv for the environment✅ Ruff for linting✅ ty for type checking✅ Project rules for direction✅ PyCharm for review and validation▶️ Watch the full video on building a FastAPI app with Claude Code, PyCharm, and Astral tools:

HERE’S HOW LOCAL LLM + HOME ASSISTANT KILLS GOOGLE HOMEstack: qwen3-30b-a3b-instruct + faster whisper large-v3-turbo + kokoro-fastapi, wyoming protocol as the glueall running on a single 3090 with 24gb vram at 275w, 29 smart devices connected, zero cloudask “do i need a jacket today” and it checks your weather sensor and actually answersfull breakdown in the article ↓

Round 1 Update

PixelForge 🫟Built entirely by Qwen 3.7 multi agent orchestration through Hermes on the Dgx SparkTwo AI users drawing simultaneously on a real time collaborative pixel canvas. The entire app was generated from a single prompt by Qwen 3.7- 6 AI agents across 3 parallel waves- 110,188 tokens generated in 128 seconds- 2,411 lines of code (921 server + 639 frontend + 851 tests)- FastAPI + WebSocket + rate limiting + structured error handling- 47/48 tests passing- Zero human coding

@lucas45588019 @treborfacts

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