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

usememos/memos ↗

usememos/memos AI coding statistics: 6.8%

of 571 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.8% agent · top contributor 71.8%8 contributors
team

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

39
agent commits
532
other considered commits
8
agent contributors
71.8%
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

38assisted
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
2026-020%67
2026-0333.7%104
2026-040%88
2026-052.1%47
2026-063.9%51
2026-071.3%77
2026-080%77
2026-090%60

Peak month: 33.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic254.4%
GitHub CopilotGitHub132.3%
Cursor AgentAnysphere10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • c9b356b4 on GitHubfix(memo): populate parent relation in comment webhook payload (#6083)Claude Code
  • 797f1ff1 on GitHubfeat(web): markdown WYSIWYG editor with raw-mode toggle (#6030)Claude Code
  • 8f137732 on GitHubfix(editor): wire Ctrl+B and Ctrl+I markdown shortcuts to textarea (#6016)Claude Code
  • 6b305799 on GitHubfeat: add outline navigation to memo detail sidebar (#5771)GitHub Copilot
  • 45b21530 on GitHubfeat: add blur_content attribute to tag metadata settings (#5767)GitHub Copilot
  • 9e040496 on GitHubfeat: treat tag setting keys as anchored regex patterns (#5759)GitHub Copilot
  • ea0892a8 on GitHubfeat: add live refresh via Server-Sent Events (SSE) with visual indicator Cursor Agent

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 window573
Merge commits removed−0
CI / dependency bots removed−2
Considered571

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
usememos/memos
Default branch
main
Resolved HEAD
5ddf4745a20d7260deccb7039e30e4cc2380ad2d ↗
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.

CohortGo · 132 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 62 of 194 ecosystem repositories excluded
Agent-commit share position68th percentile

Midrank percentile; equal shares split the tied positions.

Repository
6.8%
Cohort median
2.8%
Share rank
43 / 132
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 132.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 usememos/memos

Scan another repository

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