Tag
#evaluation
2 posts tagged evaluation.
- reviews
MLOps Platform Selection: A Framework That Survives Reality
Vendor demos are optimized to look good. The gaps show up six months after sign-off. A rigorous evaluation framework covers the failure modes vendors don't volunteer.
- ops
Evaluation Pipeline Design: What CI Evals Miss and How to Fix
CI evals catch regressions in code. They don't catch production drift, prompt sensitivity, or behavioral changes in upstream models. Building an eval system that covers both requires a different architecture.