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Building Evaluation-Driven Development (EDD) Pipelines for LLM Apps

A practical guide to evaluation-driven development for LLM applications: eval taxonomy, dataset construction, LLM-as-judge pitfalls, and CI integration.

Sachin Sharma
Sachin SharmaCreator
Jun 28, 2026
7 min read
Building Evaluation-Driven Development (EDD) Pipelines for LLM Apps
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A practical guide to evaluation-driven development for LLM applications: eval taxonomy, dataset construction, LLM-as-judge pitfalls, and CI integration.

LLM EvaluationAI AgentsTestingMLOpsProduction AI
Sachin Sharma

Sachin Sharma

Full Stack Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.

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