AI / Agentic SystemsSeries
Review Queue and Approval Channels
2026-03-104 min read
What a review queue is; priority; Slack, email, dashboard channels; where the user clicks approve/reject.
AIHITLReview queue
#HITL
6 posts
AI / Agentic SystemsSeriesIdentity and Audit Trail
2026-03-10·4 min read
Who reviewed, when; log for compliance and debug; permissions (who may review which type).
AIHITLAudit trail- AI / Agentic SystemsSeries
Why We Need Humans in the Loop
2026-03-09·5 min read
When to let the agent run autonomously and when to require human review; cost of wrong action vs cost of review.
AIHITLHuman-in-the-loop - AI / Agentic SystemsSeries
What Is Human-in-the-Loop?
2026-03-09·5 min read
Definition of HITL; approval gate as the stop point; pending to approve/reject to continue or modify.
AIHITLHuman-in-the-loop - AI / Agentic SystemsSeries
States and State Machine for HITL
2026-03-09·5 min read
States: pending_review, approved, rejected, timeout; simple state machine; reviewed_by, reviewed_at.
AIHITLState machine 
AI / Agentic Systems5 things I learned building AI agents
2026-03-09·3 min read
Reflection: five practical lessons from building and operating AI agents — HITL, cost of wrong action, state, feedback, ship the loop.
AIAgentsLessons learned