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LLM access controls and monitoring: why the tool boundary decides your security posture

Access control for LLM systems is often discussed as a prompt problem. It is not. The prompt is an input to a model that has no security boundary of its own. The boundary lives in the code that decides which tools the model may call and with what scope. This article covers what AI agent security me…

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Timeline · 3 reports

  1. 2026-11-04 13:30 · DEV Community — AI
    LLM access controls and monitoring: what actually stops a confused-deputy agent
  2. 2026-11-03 13:30 · DEV Community — AI
    LLM access controls and monitoring: why the tool call is the attack surface
  3. 2026-11-02 13:30 · DEV Community — AI
    LLM access controls and monitoring: why the tool boundary decides your security posture

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