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

All Things Open

Git's human-centric design struggles when AI agents generate code at machine speed. Atomic Software introduces a new version control system built specifically for AI-driven development, using patch theory from the Pijul project. Their companion tool, Circuit Breaker, uses petri nets to enable smarter pipeline restarts from failure points instead of re-running entire workflows. The shift from human-speed to machine-speed development creates an hourglass effect where syntax writing becomes instant, but validation and provenance tracking become the new bottlenecks requiring purpose-built tooling.

What version control looks like when AI agents write the code

When a thousand engineers spin up a hundred agents each, Git's merge request model breaks at machine speed.