Tagged articles

code-review-graph

3 articles · Page 1 of 1

Jul 23, 2026 · Backend Development

Save Up to 82× Tokens in AI Code Review with the Open‑Source code‑review‑graph

The code‑review‑graph tool parses a codebase into a local SQLite graph, lets AI reviewers query only the affected files, and achieves a median 82‑fold token reduction across six real‑world projects while supporting incremental updates and dozens of languages.

AI code reviewMCP protocolPython tool

0 likes · 11 min read

Save Up to 82× Tokens in AI Code Review with the Open‑Source code‑review‑graph

AI Architecture Path

Jul 20, 2026 · Artificial Intelligence

How code-review-graph Cuts Token Usage Up to 82× and Doubles Code Review Quality

code-review-graph builds a local AST‑based knowledge graph with Tree‑sitter, exposes MCP query tools to AI editors, and in benchmark tests reduces token consumption by up to 82 times while raising review quality scores from 7.2 to 8.8, especially for large monorepos.

AI code reviewMCP protocolMonorepo

0 likes · 16 min read

How code-review-graph Cuts Token Usage Up to 82× and Doubles Code Review Quality

Tech Minimalism

May 13, 2026 · Backend Development

Building a Local Code Knowledge Graph with code-review-graph for Claude Code

The article explains why AI coding tools need a persistent code map, describes how the open‑source code‑review‑graph parses a repository into a SQLite‑backed graph of functions, classes, imports and tests, and shows step‑by‑step how to expose this graph to Claude Code via MCP for faster, context‑aware code review.

Claude CodeMCPTree-sitter

0 likes · 17 min read

Building a Local Code Knowledge Graph with code-review-graph for Claude Code