Harness Evals Framework for AI Agents

Open-source harness evaluation tooling is formalizing agent reliability with golden datasets, conversation evaluation, multiple metrics, and CI gating. Recent dynamic and self-repairing harness work, including Microsoft’s AutoSaddler, increases momentum toward harnesses that can diagnose and patch failures, although generalization and benchmark credibility remain unresolved.