THOUGHTS ON EVALS

Summary from the TLDR AI newsletter

Production monitoring reveals real issues that pre-deployment evals will inevitably miss, especially as AI products become more unpredictable and personalized. Evals are collections of already-known failure cases, but agents can and often do fail in ways that produce no error codes.