Redditor shares 16-ticket injected-bug eval harness for coding agents, asks if it's overkill

Infinite-Fly-2756 · reddit · 2026-11-03

A developer details a deterministic eval setup for custom QA/coding agents: a fixed corpus of 16 coding tickets with reference implementations, injected bugs verified by hidden tests, and metrics like fail-for-the-right-reason rate, bug-catching accuracy, rule adherence and pass^k/token cost across trials with 95% CIs.

The pain: every prompt tweak or model swap (Sonnet/Haiku) requires rerunning the full corpus, which is compute-heavy. They ask production users whether a custom harness is necessary, whether LLM-as-a-judge works for coding agents, and for lightweight framework recommendations like Promptfoo or DeepEval.

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