Guides
Practical, field-tested guidance for engineering leaders putting AI to work safely — governing coding agents, securing MCP, and keeping delivery fast without losing control.
Guide · 9 min read
Governed AI Coding Agents: A Guide for Engineering Leaders
How to let engineering teams use AI coding agents without losing control: permissions, audit, review gates, and the governance model that lets security say yes.
AI Governance · 5 min read
How to Require Human Review of AI-Generated Pull Requests
A concrete setup for ensuring no AI-generated code reaches production without a human approver, using branch protection and PR conventions.
AI Governance · 6 min read
Risk-Tiering Repositories for AI Agent Access
A four-tier model for deciding where AI coding agents can move fast and where they need stricter review — or no access at all.
Your first call with Jen is free. Here’s what you’ll walk away with.
- →Honest feedback on your biggest technical risks
- →What to focus on now and what can wait
- →Honest take on whether we’re the right fit: I’ll say so if we’re not