Insights

Practical thinking for governed AI

Product updates and practical guidance for securing AI agents, controlling tool use, producing compliance evidence, and routing model traffic safely.

Cursor Agent Hooks: govern prompts, tools, and effects

How AI-FW extends governance from model traffic to Cursor shell commands, MCP calls, file access, and agent effects.

A practical boundary between AI runtime controls, evidence, and the organizational work that remains with your team.

A practical observe-first workflow for discovering, reviewing, and restricting AI agent tool use.

Why powerful AI models and agents need independent identity, least-privilege, inspection, containment, and audit controls outside the model.

How to keep OpenAI-compatible model routing accurate as providers add, rename, and retire model IDs.

Move from the idea to the exact settings, endpoints, and operating steps.