Featured · Mar 19, 2026 · 1 min read
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What this blog is for, who it’s for, and the kind of work Kestrel Labs tries to do.
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Short notes, longer essays, and practical writeups from Kestrel Labs.
Mar 19, 2026 · 10 min read · audio
Deterministic LLM gating (Part 2): a harness for contract-bound outputs
How the initial kestrel-evals implementation works: YAML suites, provider calls, deterministic checks, baseline reports, and CI gating.
Mar 19, 2026 · 4 min read · audio
Deterministic LLM gating (Part 1): why contract tests come first
If an LLM feature depends on structured output, validate the contract deterministically before you argue about quality.
Mar 19, 2026 · 1 min read
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First post on the Kestrel Labs site.
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