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Build the Eval Pyramid: A Starter Harness for LLM and Agent Testing

bharad.dev · published 10 August 2026

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https://github.com/bharadwaj-pendyala/eval-pyramid-starter
github.com
The Eval Pyramid: Testing Systems That Do Not Behave the Same Way Twice Read at the source ↗
bharad.dev
Measuring Agent Reliability: pass@k, pass^k, and LLM Judges Read at the source ↗
bharad.dev
https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents
anthropic.com
https://developers.openai.com/api/docs/guides/graders
developers.openai.com
https://json-schema.org/learn/getting-started-step-by-step
json-schema.org
https://main.vitest.dev/guide/learn/testing-in-practice
main.vitest.dev
https://playwright.dev/docs/test-fixtures
playwright.dev
https://arxiv.org/abs/2107.03374
arxiv.org
https://arxiv.org/abs/2406.12045
arxiv.org