- Engineer — Plan: If your team uses Claude Code, evaluate the new Compliance API endpoints to gain audit visibility into agent file access and shell execution; assess whether existing credential scoping adequately limits what the agent can reach on developer machines.
- SOC/IR — Learn: Useful framing on the detection gap for AI coding agents: activity logs show what happened but not whether access was authorized — worth factoring into coverage planning for agentic tooling in your estate.
- Leader — Plan: AI coding agents operating under developer credentials represent an emerging identity-governance gap; use this as a prompt to define a policy on agentic tool use before adoption outpaces oversight.