Work

The problem

Code questions are often about relationships — where a value changes, what calls a handler, or why a request reaches a particular path. Keyword search alone makes those connections difficult to follow.

The decision

Represent the repository as a graph with structural, dependency and semantic dimensions, then give a LangGraph agent specialised tools for traversing and querying those views during an investigation.