I cut my coding agent's token usage 61% by giving it a code graph
A developer has created GraphPilot, a tool designed to enhance coding agents by providing them with persistent structural memory. This tool indexes a TypeScript/JavaScript repository once, allowing agents to query its structure instead of re-reading files, which significantly reduces token usage and improves accuracy. In testing, GraphPilot cut token usage by 61% and improved accuracy on specific query types like "who calls X?" and impact analysis, though it had less impact on flow-tracing questions. AI
IMPACT Reduces operational costs for AI coding agents and improves their accuracy on structural code analysis tasks.