#testing
2 posts
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Evals vs Benchmarks vs Certification: What Each One Actually Proves
An eval scores your own cases. A benchmark ranks options under one protocol. Neither tells you whether a specific model swap is safe, and that gap is still open.
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What is agent evaluation?
Agent evaluation: measuring multi-step trajectories, tool use, and open-ended outputs. Why benchmarks alone don't tell you whether an agent works in production.