ML engineerBackendPlatformAutomationยท2026-08-24 OpenAI Agents SDK Human-in-the-Loop Approval with Actionbox Connect OpenAI Agents SDK human-in-the-loop tool approvals to Actionbox with needs_approval, typed decisions, and fail-closed resume. openai-agentshuman-in-the-loopai-agents5 min read