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Human-in-the-loop approval gates and PII redaction for multi-agent tools

This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.

Multi-agent demos tend to end where the interesting part starts. The supervisor routes, the worker calls a tool, and the tool does... something. In a demo it is lookup_order . In production it is send_email or issue_refund , and now the question is who is allowed to press the button, and who sees t…

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  1. 2026-10-19 09:09 · DEV Community — AI
    Human-in-the-loop approval gates and PII redaction for multi-agent tools

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