Signed hackathon results anyone can recompute and verify

<h1> Building a judging platform in 72 hours: the maths that fought us, a role-isolation bug, and the feature we cut </h1> <p>For Dogfood 2026, Hackathon Raptors gave every team

<p>Most hackathons ask you to build whatever you want.</p> <p>Dogfood 2026 does the opposite.</p> <p>Everyone builds the same thing: a submission and judging platform for

<p>I judged three hackathons over about ten days this July: MLH x DigitalOcean "AI for Social Good" on July 11, the Sports World Cup Hackathon in San Francisco on July 17, and

<h1> We Tested 10 Untested LLMs on Agent Coding — The Results Are In </h1> <p>Yesterday I promised to benchmark 10 LLMs that have never been tested on real agent coding tasks. I

<p>Most coding platforms train engineers to solve isolated algorithm problems.</p> <p>But in real engineering, you rarely reverse linked lists.</p> <ul> <li>You debug production