Mission
Performing at the highest level of agentic coding by limiting entropy inside AI systems.
Every token an agent emits is a chance for disorder to creep in. Ambiguous prompts, sprawling context, drifting state: they compound into noise, and noise is the silent killer of autonomous systems.
Our work is reduction. We design tighter loops, sharper context, smaller surfaces. We treat entropy as a first-class metric and engineer agents that stay coherent under load, across files, over hours.
Community
A craft is sharper when practiced together.
We are gathering builders, researchers, and operators who take agentic coding seriously, to share patterns, publish failures, and push the floor of what one engineer with the right system can ship.