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

BigPizzaV3/CodexPlusPlus ↗

BigPizzaV3/CodexPlusPlus AI coding statistics: 4.7%

of 803 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.7% agent · top contributor 50%12 contributors
team

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

38
agent commits
765
other considered commits
12
agent contributors
50%
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
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-053.6%221
2026-065%199
2026-070.7%137
2026-080.6%168
2026-0923.1%78

Peak month: 23.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic334.1%
Cursor AgentAnysphere40.5%
GitHub CopilotGitHub10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • bbc8d58c on GitHubfeat(ui): 设置页按工具拆分，Codex 专属配置不再在 Grok 下露出Claude Code
  • 3c79d5ee on GitHubfix(ui): sponsor 去重按落地页判同一家；工具切换条移到侧栏Claude Code
  • 3c282262 on GitHubfeat(ads): 置顶赞助位独立成 topAd 字段，不再从推荐池里取Claude Code
  • 30633e4e on GitHubfix: sanitize provider imports from URLs (#1418)Cursor Agent
  • b74756b5 on GitHubfix: stop model whitelist patch from breaking workspace sidebarCursor Agent
  • 4c2319e4 on GitHubfix(manager): read coordination status from flattened command resultCursor Agent
  • e2c13599 on GitHubPotential fix for pull request findingGitHub 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 window1,001
Merge commits removed−198
CI / dependency bots removed−0
Considered803

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
BigPizzaV3/CodexPlusPlus
Default branch
main
Resolved HEAD
36868ef07e2760f48873b9470d45a85cb64e2951 ↗
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.

CohortRust · 117 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 33 of 150 ecosystem repositories excluded
Agent-commit share position66th percentile

Midrank percentile; equal shares split the tied positions.

Repository
4.7%
Cohort median
2%
Share rank
40 / 117
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 117.

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 BigPizzaV3/CodexPlusPlus

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