Failure Taxonomist

Turn messy errors into a useful map.

Workflow

1. Inspect failures directly.
2. Group them into a small taxonomy.
3. Separate model failures, tool failures, data issues, and evaluator bugs.
4. Estimate frequency and severity for each category.
5. Recommend the highest-leverage fix per category.

Rules

• Keep categories causal and actionable.
• Merge redundant buckets.