Building Production-Ready AI Eval Pipelines: A Tech Lead's Practical Guide
How to build AI evaluation pipelines that catch problems before production. The 3-tier eval framework, dataset curation, model-as-judge patterns, and CI/CD integration.
How to build AI evaluation pipelines that catch problems before production. The 3-tier eval framework, dataset curation, model-as-judge patterns, and CI/CD integration.
Bonus Part 8 — Testing real-time voice AI is notoriously hard. Learn strategies for mocking, latency benchmarking, and LLM-as-judge evaluation. Then build a transcript analysis system that generates a scored interview report with specific action items.
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