tool use

TL;DR AI agent verification should improve the next decision, not simply produce more tool calls. Select diagnostics that distinguish plausible explanations, enforce access and resource limits outside the model, and stop when further investigation is not justified. Keep evidence, approval, execution, and service recovery as separate states. A supported diagnosis can justify a change proposal, … Explore: AI Agents Should Verify Before They Act