Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

01Result

vitali87/code-graph-rag ↗

vitali87/code-graph-rag AI coding statistics: 0.2%

of 4,015 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

0.2% agent · top contributor 40%6 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

4,005

other considered commits

agent contributors

40%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

10assisted

0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 3.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	7	0.2%
Gemini CLI	Google	3	0.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

4f7729d2 on GitHubAddress review: register the tool in AGENTIC_TOOLS, validate the payload, Claude Code
91774709 on GitHubAdd web_search tool backed by SERPdiveClaude Code
13cc4877 on GitHubfix(graph-updater): prune orphan nodes from graph on startupClaude Code
7bf1de5c on GitHubApply suggestions from code reviewGemini CLI
896624ff on GitHubUpdate codebase_rag/cli.pyGemini CLI
0568ab4b on GitHubUpdate codebase_rag/services/graph_service.pyGemini CLI

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	6,134
Merge commits removed	−1,180
CI / dependency bots removed	−939
Considered	4,015

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli vitali87/code-graph-rag

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	1.2%	161
2026-03	3.4%	174
2026-04	0%	2
2026-05	0%	63
2026-06	0%	126
2026-07	0.1%	1397
2026-08	0%	1271
2026-09	0%	821