Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

karakeep-app/karakeep ↗

karakeep-app/karakeep AI coding statistics: 8.4%

of 535 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8.4% agent · top contributor 66.7%8 contributors
team

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

45
agent commits
490
other considered commits
8
agent contributors
66.7%
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

44assisted
1autonomous

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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0220.8%125
2026-037.4%68
2026-047.9%89
2026-051.4%74
2026-067.7%13
2026-077.9%63
2026-080%94
2026-090%9

Peak month: 20.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic448.2%
GitHub CopilotGitHub10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 036da4c0 on GitHubfix(auth): close account enumeration oracles in login and password resetClaude Code
  • 9188958c on GitHubfix(mobile): don't silently swallow mutations fired while offlineClaude Code
  • 64ec6cbc on GitHubfix(plugins): don't cache a rejected init promise in the meilisearch proviClaude Code
  • 649efb87 on GitHubfeat(mobile): revamp search and navigation chrome (#2685)GitHub Copilot

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 window539
Merge commits removed−0
CI / dependency bots removed−4
Considered535

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
karakeep-app/karakeep
Default branch
main
Resolved HEAD
6f908b244cf2962ee74abff8d1486cc15061388b ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortJS/TS · 376 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 194 of 570 ecosystem repositories excluded
Agent-commit share position61st percentile

Midrank percentile; equal shares split the tied positions.

Repository
8.4%
Cohort median
5.4%
Share rank
147 / 376
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 376.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →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 karakeep-app/karakeep

Scan another repository

Try