evaluation

2 articles

Evaluating LLM Output Quality: Metrics and Testing Frameworks

A practical guide to building evaluation pipelines for LLM-powered features covering semantic similarity metrics, behavioral testing, regression detection, and automated quality gates.

Feb 11, 2025·4 min read

Evaluation pipeline diagram showing LLM outputs flowing through automated scoring, human review sampling, and regression comparison stages

Artificial Intelligence

Building Evaluation Frameworks for LLM Applications

Design systematic evaluation pipelines for LLM-powered applications covering automated metrics, human evaluation protocols, regression testing, prompt versioning, and production monitoring for output quality.

Sep 10, 2023·5 min read

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