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

roboflow/supervision ↗

roboflow/supervision AI coding statistics: 66.4%

of 399 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
66.4% agent · top contributor 34.7%66 contributors
org-wide

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

265
agent commits
134
other considered commits
66
agent contributors
34.7%
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

261assisted
4autonomous

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
2026-0254.9%91
2026-0381.8%22
2026-0438.6%44
2026-0573.7%19
2026-0671%69
2026-0785.3%68
2026-0859.4%32
2026-0974.1%54

Peak month: 85.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic15338.3%
GitHub CopilotGitHub12130.3%
OpenAI CodexOpenAI8020.1%
Cursor AgentAnysphere30.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • c6f197d3 on GitHubfix(dataset): size EXIF-oriented images the way they load (#2577)Claude Code
  • 3bb7a41f on GitHubfix(detection): load v5 instance results returned as binary maps (#2576)Claude Code
  • 7c9bdb7f on GitHubfix(key_points): place Inference key points by their skeleton index (#2575Claude Code
  • d4132ce3 on GitHubtest: fix ultralytics regression fixture lengthGitHub Copilot
  • 16482578 on GitHubfix(utils): stop image resizing from deriving a zero-sized target (#2564)GitHub Copilot
  • 7e9a98e6 on GitHubdocs: convert fenced examples to doctests in detection/core.py (#2558)GitHub Copilot
  • 3bb7a41f on GitHubfix(detection): load v5 instance results returned as binary maps (#2576)OpenAI Codex
  • 7c9bdb7f on GitHubfix(key_points): place Inference key points by their skeleton index (#2575OpenAI Codex
  • bc5cc906 on GitHubfeat(metrics): add `MetricResult` ABC and aggregate comparison functions (OpenAI Codex
  • 9837c178 on GitHubfeat(vlm): add Gemini 3.5 Flash parsing support (#2449)Cursor Agent
  • caf06052 on GitHubrefactor: enrich `KeyPoints` with visibility mask, split confidence fieldsCursor Agent
  • 5a8e211a on GitHubDocs/api design principles contributing (#2292)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 window477
Merge commits removed−0
CI / dependency bots removed−78
Considered399

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
roboflow/supervision
Default branch
develop
Resolved HEAD
c6f197d39f65cbb0a63b26f1888ca74c0330ecfc ↗
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.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position97th percentile

Midrank percentile; equal shares split the tied positions.

Repository
66.4%
Cohort median
6.3%
Share rank
9 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 roboflow/supervision

Scan another repository

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