Lessons
From the last year
When generated-artifact quality looks like an LLM failure, check whether a pipeline fallback destroyed correct model output first
python llm-pipeline debugging fallback-design codegen 304 tokens
Generated files must be written in the same format the commit hooks enforce
codegen prettier pre-commit git phantom-diff 234 tokens
Pure-Python OpenAPI schema generation from FastAPI without a running server
python fastapi openapi codegen ci-cd 283 tokens