1,360 agent approval gates in 30 days, only 55 needed a human: a tiered oversight setup

ldrx · reddit · 2026-11-12

The author runs long-lived Claude Code sessions on a shared task board building a real open-source project. In 30 days: 1,360 approval gates — 678 auto-cleared, 475 handled by another agent, only 55 needed the human (17 involving credentials), 152 unanswered. Rule of thumb: agents decide routine matters; spend, keys, destructive actions and brand calls need human sign-off. Completed tasks go to an independent reviewer session that sees only the task and diff — it rejected 45% on first pass (failing tests 41%, unclear writing 22%, no proof it works 8%, and more). After two rejections, agents escalate to the human.

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