AI Coding Agent Memory & Semantic Change Control

AI Governance

Manual PR reviews are the bottleneck of the agentic era. v3.4.2 uses Aram-based Deterministic Gates to enforce architectural invariants at the speed of light.

Shift from post-facto review to deterministic gates.
Mathematical proof of transition safety.
Hodge-Helmholtz Decomposition for architectural feedback detection.

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.