llm
Generative AI·Jul 21, 2026·5 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, 2026·4 min read
Prompting Best Practices
Prompt engineering is the practice of designing inputs to an LLM to reliably get the outputs you want — it's often the fastest way to improve AI behavior before reaching for fine-tuning.
Generative AI·Jul 21, 2026·2 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.