ML engineerBackendPlatformAutomationยท2026-08-24 LangGraph Human-in-the-Loop Approval with Actionbox Add LangGraph human-in-the-loop approval with interrupt, a stable thread_id, Actionbox review, and fail-closed Command resume. langgraphhuman-in-the-loopai-agents5 min read