Hook-level agent security wins: Microsoft, Anthropic and OpenAI all shifted from gateways to runtime hooks

jacob_posel · x · 2026-10-28

jacobposel quotes @berman66's observation that agent security is shifting from gateway-level to hook-level enforcement.

The approach: run an ML model in real time on each tool call, input, or bash command, enforcing policy at runtime. Enterprises clearly want this level of control—Microsoft, Anthropic, and OpenAI have all moved to hooks. One caveat: careless deployment could generate petabytes of logs.

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