Pulse
2026-09-18-v3.0
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.

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01Result

jo-duchan/tapflow ↗

jo-duchan/tapflow AI coding statistics: 84.2%

of 1,570 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
84.2% agent · top contributor 99.7%2 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

1,322
agent commits
248
other considered commits
2
agent contributors
99.7%
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

1322assisted
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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0597.6%498
2026-0694.3%334
2026-0782.6%144
2026-0858.9%416
2026-0988.2%178

Peak month: 97.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic132284.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • d36d5366 on GitHubdocs(relay): finish the daylight-saving sentence in the 0.22.0 changelogClaude Code
  • 1cca879a on GitHubchore: release v0.22.0 — Xcode 27 supportClaude Code
  • 21171342 on GitHubfix(ios-agent): address the second review of the confirmation recheckClaude Code

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 window2,144
Merge commits removed−560
CI / dependency bots removed−14
Considered1,570

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 →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 jo-duchan/tapflow

Scan another repository

Try