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.

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

01Result

kedro-org/kedro ↗

kedro-org/kedro AI coding statistics: 7.3%

of 164 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
7.3% agent · top contributor 25%8 contributors
team

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

12
agent commits
152
other considered commits
8
agent contributors
25%
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

12assisted
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.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-027.1%14
2026-030%22
2026-040%16
2026-052.9%35
2026-068.7%23
2026-0715.8%19
2026-085%20
2026-0926.7%15

Peak month: 26.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic53%
Cursor AgentAnysphere53%
GitHub CopilotGitHub42.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4003f326 on GitHubci: validate branch input before checkout in lint, e2e-tests, detect-secreClaude Code
  • 02c4982d on GitHubci: validate branch input before checkout in unit-tests workflow (#5766)Claude Code
  • 9a055f5b on GitHubFix CachedDataset.__repr__ mislabelling the cache dataset type (#5751)Claude Code
  • a863d760 on GitHubUpdate review skill (#5748)Cursor Agent
  • b2a75abb on GitHubdocs: document extensibility features as trusted code in security model (#Cursor Agent
  • efaa5f86 on GitHub[Docs] Merge Diataxis reorg feature branch into main (#5669)Cursor Agent
  • efaa5f86 on GitHub[Docs] Merge Diataxis reorg feature branch into main (#5669)GitHub Copilot
  • 72cef2cd on GitHubResolve recursion error with new `dynaconf` (#5689)GitHub Copilot
  • 1c14a5db on GitHubBasic benchmark tests for `KedroServiceSession` (#5649)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 window176
Merge commits removed−0
CI / dependency bots removed−12
Considered164

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 kedro-org/kedro

Scan another repository

Try