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llm

Generative AI·Jul 21, 2026·11 min read

Evaluating LLM Outputs

How to build evaluation systems for LLM-powered features — covering human eval, automated checks, LLM-as-judge, eval datasets, and regression prevention.

Generative AI·Jul 21, 2026·8 min read

Structured Outputs

Structured outputs are techniques for getting LLMs to reliably produce machine-parseable data like JSON — essential for any pipeline that needs to process model responses programmatically.