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 missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and context window in a visual UI. Free, open source.

01Result

matt1398/claude-devtools ↗

matt1398/claude-devtools AI coding statistics: 35.3%

of 249 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

35.3% agent · top contributor 34.1%9 contributors

org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

agent commits

161

other considered commits

agent contributors

34.1%

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

88assisted

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: 84.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	87	34.9%
Gemini CLI	Google	1	0.4%

03Evidence

Inspect the matches

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

Matched commit samples

c1269abd on GitHubfix(standalone): print server URL on startupClaude Code
adc43f1e on GitHubfeat(memory): folder Open-in shortcut, brain icon, frontmatter cardClaude Code
bd02d164 on GitHubfeat(memory): add per-project memory viewerClaude Code
fccd5e81 on GitHubApply suggestion from @gemini-code-assist[bot]Gemini 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	353
Merge commits removed	−93
CI / dependency bots removed	−11
Considered	249

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 matt1398/claude-devtools

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	25.3%	174
2026-03	84.4%	32
2026-04	60%	20
2026-05	21.7%	23