A universe of events and platforms focused on open source, open tech and the open web.

All Things Open

Vibe coding with AI tools like Cursor and GitHub Copilot works for prototypes but fails for production systems. The blue-red framework introduces structured roles for AI agents: a blue agent that plans before generating code, and a red agent that reviews for requirements, validation, breaking changes, and quality issues. This separation catches common problems like dropped validation and breaking API changes before code reaches production.

Introducing the blue-red framework for effective viable coding

Moving from vibe coding to viable coding with AI agents.