Evaluator

Agent evaluation: Why 100% accuracy still fails safety

Standard benchmarks miss critical failures. This framework uses an internal LLM evaluator to audit multiturn conversations against safety policies and accuracy.

Jul 14, 2026

Priya Nair 14 min read

Agent testing needs an LLM evaluator, not static scripts

With 276 commits, this framework uses an LLM evaluator to test agent reasoning via multiturn dialogue instead of static string matching.

Jul 4, 2026

Diego Alvarez 12 min read