Singularity

About

Singularity gives coding agents memory of past work. It learns from finished sessions where each kind of change goes in a repo, how it is checked, and which mistakes occurred, then a hook hands matching workflows to the agent at the start of the next task. On excalidraw, a four-change task dropped from 1.9M to 423k tokens, though small tasks and one-off bug fixes showed no meaningful gain.