
AI Agent Evaluation: Stop Grading Demos. Measure Finished Work.
AI agent evaluation should measure verified outcomes, quality, latency, cost, retries, human review, and evidence—not polished demos.
Page 6 of the Notis archive: practical systems for delegating work, capturing ideas, and running a company with an AI intern.