[ 01 ] Regression testing & root-cause forensics
RAGWatch
A CI/CD-integrated evaluation system that catches silent RAG quality drops before they reach production.
Role
AI engineering & evaluation architecture
Stack
- RAG
- LLMs
- CI/CD
- Pytest
- Evaluation
What it delivers
- Regression-tests systems against a golden benchmark dataset.
- Diagnoses failures across retrieval misses, hallucinations, and related root-cause categories.
- Makes version-over-version quality comparisons repeatable before production.