Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster
Intelligent code knowledge graph for AI coding agents 71% cheaper, 72% faster, 82% fewer tool calls vs baseline Grep+Read\ on 6 real-world repos (Sonnet 4.6) — from a single . Benchmarks · Quick Start · Integrations · Write-Back · How It Works · API Reference · Full Results AI coding agents waste 40-80% of their tokens on discovery — grepping through…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
Intelligent code knowledge graph for AI coding agents 71% cheaper, 72% faster, 82% fewer tool calls vs baseline Grep+Read\ on 6 real-world repos (Sonnet 4.6) — from a single . Benchmarks · Quick Start · Integrations · Write-Back · How It Works · API Reference · Full Results AI coding agents waste 40-80% of their tokens on discovery — grepping through files, reading irrelevant code, and rebuilding context they've already seen in previous sessions. On a…