AI Coding Agent Memory & Semantic Change Control

Security and Governance

Nool provides identity, policy enforcement, traceability, and shadow-AI defense for AI-native engineering teams.

Enforce security policies before agent changes become canonical.
Full audit trail of every AI-authored transition.
Detect and block unauthorized agent activity.

Nool: AI Engineering Governance & Agent Reliability

The governance layer for AI-native engineering teams

Nool governs each repository and coordinates the workspace above it. Engineering leaders can turn cross-project goals into real child-ledger tasks, roll release health and operating metrics upward, and trace delivery back to signed implementation evidence.

Built for engineering managers, CTOs, and principal engineers who need one recursive control model from organizational intent to project execution without creating a shadow management ledger.

Key capabilities: workspace topology reconciliation, goal-to-task decomposition, conservative release-health rollups, child-ledger insights, dependency-ordered coordination, semantic blast radius analysis, provenance, and policy-gated changes.