ML engineerBackendPlatformSecurityยท2026-08-24 Human Approval Tools for AI Agents: 2026 Evaluation Guide A practical framework for evaluating human approval tools for AI agents: state, safety, typed decisions, audit trails, and developer fit. ai-agentshuman-in-the-loopapproval-api4 min read