Code Graph Review

Code Graph Review

Latest research

Cover illustration for “Code Graphs as Context Windows for LLM Code Assistants”

Code Understanding

Code Graphs as Context Windows for LLM Code Assistants

Graph-based retrieval cuts costs tenfold while matching or beating flat-file accuracy on code tasks.

Priya Subramaniam11 min read

Graph-Based Impact Analysis for Large-Scale API ChangesDependency graphs map what API changes touch across millions of client applications.Tobias ErhardtSeptember 23, 202611 min read
Language Server Protocol Index Format and Cross-Repo NavigationSCIP replaces LSIF's graph model to simplify cross-repository code intelligence at scale.Svetlana KorolevaSeptember 23, 20269 min read

Code Navigation in IDEs

Language Server Protocol Index Format and Cross-Repo NavigationSCIP replaces LSIF's graph model to simplify cross-repository code intelligence at scale.Svetlana KorolevaSeptember 23, 20269 min read

Code Understanding

Code Graphs as Context Windows for LLM Code AssistantsGraph-based retrieval cuts costs tenfold while matching or beating flat-file accuracy on code tasks.Priya SubramaniamSeptember 23, 202611 min read

Graph Refactoring

Graph-Based Impact Analysis for Large-Scale API ChangesDependency graphs map what API changes touch across millions of client applications.Tobias ErhardtSeptember 23, 202611 min read