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Why Raw API Keys in AI Agents Fail: Architecting Read-Live / Write-Draft MCP Cleanrooms

This story is from 2026-10-22. It is preserved in the archive; the latest stories are on the live feed.

Over the past 48 hours, "Unauthorized AI Agents in Corporate Bank Accounts & CRMs" has trended across X and engineering forums. The root cause is rarely a frontier model hallucination—it is almost always an architectural failure: giving an autonomous loop a raw, unscoped read/write API token with d…

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  1. 2026-10-22 21:05 · DEV Community — AI
    Why Raw API Keys in AI Agents Fail: Architecting Read-Live / Write-Draft MCP Cleanrooms

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