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AI Coding Risk Audit

Your developers are already using AI to write code — whether or not anyone approved it. Eight plain questions to find out what that means for your business, and what to do about it.

Nothing leaves your browser Take the report with you Written for non-technical readers

How you scored, area by area
Bars past the halfway mark are in reasonable shape Under half — needs attention
What to fix first

Want this fixed, not just measured?

I set up exactly these controls for engineering teams — including in critical infrastructure, where an unreviewed change is a regulatory event, not just a bug. Send me your report and I will tell you what I would do first.

See how I work with teams
How to read this. The score is a conversation starter, not a certification. It reflects eight yes/no-ish answers about how your teams work today — a real assessment looks at your repositories, your pipelines and your contracts. Nothing here is legal advice.
Everything runs in your browser. Your answers are never sent to a server, never stored, and never seen by me unless you choose to send the downloaded report yourself.