Velocity News

An 8-minute walkthrough on running a multi-agent stack entirely on your own hardware, five repos that earned their place today, a small open-weights model that's outperforming things three times its size, and one library bump worth knowing before Friday. Reading time: four minutes. Watch time: barely longer than this paragraph.

A 21-minute talk from Claude Code's founding engineer on getting agents out of the terminal, five repos worth your hour, a benchmark that's quietly broken, and a paper that argues retrieval is the wrong abstraction. Reading time: under five minutes. Watch time: as long as your coffee lasts.