Potpie transforms entire codebases into a structural knowledge graph capturing files, classes, functions, and their relationships. AI agents query this graph to reason about code with the precision of someone familiar with the entire codebase. It supports debugging, feature development, and code exploration through natural language interactions, with integration into VSCode for developer workflows.