How I built a CI-safe eval harness for structured LLM output
This story is from 2026-10-30. It is preserved in the archive; the latest stories are on the live feed.
Most teams evaluate LLMs by reading a few outputs and nodding. That works until it doesn't. I built llm-contract because I needed my own pipeline to be honest about whether a change actually made things better. The contract has three parts: Schema-first extraction. Every LLM call returns JSON again…
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- 2026-10-30 14:09 · DEV Community — Machine Learning
How I built a CI-safe eval harness for structured LLM output