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Testing
2026
Jul 29
The testing pyramid for LLM applications: evals, not assertions
Non-deterministic output defeats exact-value assertions. This article presents a four-layer testing pyramid — zero-LLM unit tests, …
10 min read
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Jul 29
Validity engineering for LLM-as-judge
Before letting a model act as judge, prove the judge is trustworthy. A complete validity-engineering pipeline with first-hand data: …
9 min read
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