Tag: llm-evaluation
All the articles with the tag "llm-evaluation".
AI-Native Engineering: Course Index
The reading map for a build-first AI-native engineering series: nine focused posts, one capstone, and a rigorous learner-critic release bar.
AI-Native Engineering 05: Review Agent Work with Intent and Evidence
Review behavior, tests, traces, and risk—not just a plausible-looking diff.
AI-Native Engineering 02: Engineer Context, Not Just Prompts
Curate the smallest high-signal context and preserve state across long agent runs.
LLM Evaluation for Production Workflows
How to design a useful LLM evaluation set for production workflows using real task cases, failure modes, regression checks, and human review.