Urgent.News

What's breaking now, across thousands of outlets.

More in AI

Your Free AI Server Has a Ceiling. Measure It in 30 Minutes Before the Team Does

Tuesday, 10:47 AM. Fourteen developers open their IDE extensions at once, and the shared AI server starts returning timeouts. Nobody planned for the morning spike.

  • 14 developers caused first capacity incident on Tuesday morning
  • Shared AI server lacks measured concurrency ceiling
  • 30-minute load test recommended to avoid timeouts

Mind Discipline: Why Our AI Advisor Only Reads Hand-Crafted Contracts

In my first post, I wrote about why I spent my first week writing zero business logic and instead built rig - our lightweight, POSIX-compliant local provisioning tool.

  • Startup treats documentation as contracts in git-backed format
  • AI advisor only reads hand-crafted markdown files (README, INTERFACE, API)
  • Contracts define internal mechanisms, public boundaries, ReST endpoints

More from Friday 28 August →