Posts tagged "policy"
Claude Code hooks as policy enforcement points for coding agents
Claude Code hooks run code before a tool call, so a PreToolUse hook can enforce policy locally. How to write one, where it stops and why a central gate stays.
Human in the loop for AI agents that works: fewer approvals, better ones
Human in the loop for AI agents fails when every call needs approval. Reserve people for high-risk actions, show context, and let policy handle the rest.
A model may ask, the policy decides: deterministic gates and tamper-evident audit
In open-agentix a model can request a tool call but never authorises it. A deterministic policy gate decides before each call, and a hash-chained audit trail records what it decided.