Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

OAuth2 goodies for the Djangonauts!

01Result

django-oauth/django-oauth-toolkit ↗

django-oauth/django-oauth-toolkit AI coding statistics: 65.8%

of 120 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
65.8% agent · top contributor 79.7%16 contributors
team

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

79
agent commits
41
other considered commits
16
agent contributors
79.7%
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

78assisted
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.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-030%4
2026-040%1
2026-055.3%19
2026-060%1
2026-0778.3%69
2026-0892%25
2026-09100%1

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic7865%
GitHub CopilotGitHub21.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 628fa883 on GitHubdocs(rfcs): vendor RFC 9207 (AS Issuer Identification) (#1848)Claude Code
  • 0f9d49f4 on GitHubAdd OAuth2 throttling classes for DRF and Django Ninja (#1841)Claude Code
  • cc191a88 on GitHubfix(tests): check for missing migrations under the test settings (#1840)Claude Code
  • b077f78e on GitHubAdd dynamic help text for client_secret field on application form (#1697)GitHub Copilot
  • d9837771 on GitHubfix: support swapped DeviceGrant models in device flow (#1684)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 window123
Merge commits removed−0
CI / dependency bots removed−3
Considered120

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Python AI coding statisticsCompare evidence across Python repositories →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 django-oauth/django-oauth-toolkit

Scan another repository

Try