How do you eval agents when outputs are never the same twice?

SnooDingos9560 · reddit · 2026-10-13

A Reddit poster asks how to tell whether an agent change actually improved things when outputs are non-deterministic: hand-picked task sets go stale, LLM judges carry their own biases, and checklist scoring has limited coverage. They ask what people actually use and whether it has caught real regressions.

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