You join a new team. The codebase has 200,000 lines of code, no docs worth reading, and the one engineer who knew everything just left. Where do you start?
That exact problem is what Understand Anything was built to solve. It is an open-source plugin (15k+ GitHub stars as of May 2026) that scans your project using a multi-agent AI pipeline, builds a structured knowledge graph of every file, function, class, and dependency, and then gives you an interactive visual dashboard to explore it all. The stated goal is refreshingly honest: "graphs that teach, not graphs that impress."
What It Actually Does
At its core, Understand Anything does three things:
Structural analysis. It maps your codebase as a graph where every file, function, and class is a node. You can click any node to see a plain-English summary of what it does, what depends on it, and where it fits in the architecture.
