AI Coding Agent Security Governance: From GhostApproval to Enterprise-Ready Controls
GhostApproval-style risks show why AI coding agents need real-path validation, least-privilege execution, approval tied to actual change sets, audit logging, and rollback planning before enterprise rollout.