HarnessEvolve: Debugging Self-Improving Agents Like Code

A new arXiv paper, HarnessEvolve, treats agent self-improvement like software debugging, identifying where a failed run first went off track and proposing three gates to fix common failure modes in self-evolving agents.

2026-09-03 ~ 2026-09-04 · 2 related posts

• HarnessEvolve paper: dual-gate loop fixes three failure modes of self-evolving agents — dair_ai · 2026-09-03
• HarnessEvolve treats agent self-improvement like debugging, hitting 86.9% accuracy — rohanpaul_ai · 2026-09-04