Evals & output quality

AI & agents › Evals & output quality · topic id ai/evals · 5 articles · generated, edit catalog.jsonl or notes/ instead

Checking agent output; LLM-as-a-judge, bug hunting, quality gates.

Picks to read (1)

• The Lifecycle of LLM-as-a-Judge: Building, Aligning, and Monitoring at Scale — Netflix TechBlog
  the-lifecycle-of-llm-as-a-judge-building-aligning-and-monitoring-at-sc · to-read ★ pick · 2026-11-07 · #evals · in issue 2026-11-07

To read (4)

• Claude Bug Hunter — Agent Native
  claude-bug-hunter · to-read · 2026-11-04 · #claude-code #evals · in issue 2026-11-04
• Anthropic new skill creator measures if your agent skills work no more guesswork
  anthropic-new-skill-creator-measures-if-your-agent-skills-work-no-more · to-read · 2026-03-05 · #skills #anthropic
• GitHub: maxritter/qualitylayer
  gh-maxritter-qualitylayer · to-read · 2026-02-14 · #github-repo #evals
• Automating the Search for Optimal LangChain Agent Architectures with Quality-Diversity Algorithm — Fareed Khan
  automating-the-search-for-optimal-langchain-agent-architectures-with-q · to-read · 2025-09-02 · #langchain #evals