Surfil On-device control plane for AI coding agents

What I Learned Building a Diabetes Management Website

09-04

Finding charts that look like this one

09-04

Three ways your dashboard can be correct and still lie

09-04

Designing an MCP Arena Where AI-Agent Actions Are Replayable

09-04

Your AI-generated tests aren't testing your code. They're testing the AI's blind spots.

09-04

A developer producing AI slop without caring about code quality would have done the same with hand written code. He just writes more of it. Your job is to make him care.

09-04