Perspective · Writing from the team

Field notes from the AI governance front lines.

Founder essays, engineering deep-dives, and short pieces on what we're learning from running this at our own company before we ship it to yours. New writing about every two weeks.

Your company doesn't have a shadow AI problem.

Everyone says they want to "find their shadow AI." The framing is wrong. You don't have a shadow AI problem. You have a productivity tool your engineers are already using on production code, and an obligation to govern it that the law just made expensive. Calling it "shadow" makes it sound like something to hunt. It's something to manage.

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On-device classification, explained.

What runs locally in your browser and on your laptop, what reaches the dashboard, and what we deliberately do not do. Why a server-side classifier would have been the wrong design, and what the trade-offs of going on-device look like in practice.

Read the deep-dive →

Coming next · MCP is the new SQL injection · What the EU AI Act actually means for your engineering org · 30 days governing AI across our own company · Why every browser DLP misses Cursor