We have a working system (metadata → AI reasoning → governance → hardware output).
Your role is to rebuild the governance logic using the current system as the exact functional spec.
Reference Validation
You won't validate outputs yourself — our internal team evaluates correctness and provides rapid feedback.
Your job is to refine and converge toward these expert-defined patterns.
What You’ll Do
- Rebuild reasoning/validation logic
- Optimize async performance
- Refine metadata → parameter mapping
- Implement override/preference logic
- Deliver a clean FastAPI backend
Skills Needed
- Python
- FastAPI
- LLM structured outputs
- Systems logic
- Async/latency optimization
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