Add Hugging Face Inference API fallback for AI fixer

Add AI coding system with local Hugging Face LLM integration

chore: update dependencies and include training results for README

Rewrite inference.py for strict OpenEnv parsing + add httpx

Production-ready: add server/app.py with fallback-safe /reset, fix Dockerfile, add HF metadata, add task JSON files

Initial commit