Validate & Auto-Fix

Run the project validation pipeline, auto-fix trivial issues, and re-run until green or a real failure is found.

Rules

• Never modify production logic to fix a test. Only fix test expectations, imports, formatting, and lint.
• Never skip or delete a failing test.
• Stop after 3 auto-fix cycles to avoid loops.
• Report real failures clearly; do not attempt speculative fixes.

Step 0: Ensure Dependencies Are Installed

make install-deps 2>&1 | tail -10

This ensures the virtualenv matches the lockfile. Skipping this step is the most common cause of spurious import errors (e.g. llama-index-embeddings-huggingface not found despite being in requirements.txt).