AI Tech Publishing

Jan 10, 2026 · Artificial Intelligence

Anthropic Engineers Reveal a Pragmatic Framework for Evaluating AI Agents

Anthropic engineers outline why rigorous AI Agent evaluation is essential, describe a comprehensive evaluation harness with tasks, trials, graders, and transcripts, compare capability and regression tests, discuss code-, model-, and human-based graders, and present an eight-step roadmap for building reliable Agent assessment pipelines.