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

argoproj/argo-workflows ↗

argoproj/argo-workflows AI coding statistics: 33.8%

of 308 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
33.8% agent · top contributor 79.8%12 contributors
team

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

104
agent commits
204
other considered commits
12
agent contributors
79.8%
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

97assisted
7autonomous

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
2026-0218.8%48
2026-0314.3%42
2026-0431%42
2026-059.1%11
2026-0618.4%38
2026-0746.7%60
2026-0859.6%47
2026-0960%20

Peak month: 60%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic10433.8%
GitHub CopilotGitHub10.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 657a7ae1 on GitHubdocs: describe containerSet sibling termination change in upgrading guide Claude Code
  • d3b3f7af on GitHubchore(ci): add Step Security Harden Runner to workflows in audit mode (#15Claude Code
  • 8e41abe8 on GitHubchore(deps): upgrade UI dependencies to fix all open Dependabot alerts (#1Claude Code
  • d0ebcda1 on GitHubchore: teach Make how to vendor (#16394)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 window701
Merge commits removed−0
CI / dependency bots removed−393
Considered308

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
argoproj/argo-workflows
Default branch
main
Resolved HEAD
657a7ae1f82af78d752cf12feee505e126233957 ↗
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 position89th percentile

Midrank percentile; equal shares split the tied positions.

Repository
33.8%
Cohort median
2.8%
Share rank
15 / 132
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 132.

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 argoproj/argo-workflows

Scan another repository

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