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 Subramaniam
Senior Staff Writer
Priya spent eight years as a software architect at a mid-sized fintech firm before turning to technical journalism, where she now focuses on how developers make sense of large, legacy codebases. Her writing bridges theoretical graph concepts and the day-to-day realities of code comprehension at scale.
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Graph-based retrieval cuts costs tenfold while matching or beating flat-file accuracy on code tasks.