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

HumanSignal/label-studio ↗

HumanSignal/label-studio AI coding statistics: 4.9%

of 995 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.9% agent · top contributor 30.6%14 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

49
agent commits
946
other considered commits
14
agent contributors
30.6%
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

49assisted
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
2026-029.4%138
2026-034.3%94
2026-047.4%27
2026-059.1%22
2026-065%20
2026-0716.7%24
2026-083%608
2026-098.1%62

Peak month: 16.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic292.9%
Cursor AgentAnysphere202%

03Evidence

Inspect the matches

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

Matched commit samples

  • c5b17ba6 on GitHubci: PLT-1272: Resolve gitleaks version with an authenticated API call (#99Claude Code
  • 59333d58 on GitHubdocs: add Dashboards for projects to LSE 2.36.0 release notes (#9936)Claude Code
  • d128fb76 on GitHubfeat: UTC-1260: Payments: Manual batchesClaude Code
  • 13f981a6 on GitHubdocs: UTC-1171: Document full and flexible pauses (#9929)Cursor Agent
  • 6db5e731 on GitHubdocs: UTC-1188: Release new annotator evaluation metric to GA and update dCursor Agent
  • 1a99b9d6 on GitHubdocs: fix export disable env var in 2.34 notes (#9833)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 window1,120
Merge commits removed−0
CI / dependency bots removed−125
Considered995

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
HumanSignal/label-studio
Default branch
develop
Resolved HEAD
bb7ffee52b03c16f768883937482e339ada26dc6 ↗
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 position48th percentile

Midrank percentile; equal shares split the tied positions.

Repository
4.9%
Cohort median
5.4%
Share rank
196 / 376
0th50th100th

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

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code 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 HumanSignal/label-studio

Scan another repository

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