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.

The Context Platform for your Data and AI Stack

01Result

datahub-project/datahub ↗

datahub-project/datahub AI coding statistics: 31.9%

of 2,447 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
31.9% agent · top contributor 28.2%68 contributors
org-wide

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

780
agent commits
1,667
other considered commits
68
agent contributors
28.2%
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

777assisted
3autonomous

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
2026-0218.4%245
2026-0316%332
2026-0417%288
2026-0537%276
2026-0625.9%332
2026-0746.2%431
2026-0846.8%372
2026-0942.1%171

Peak month: 46.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere44818.3%
Claude CodeAnthropic35014.3%
GitHub CopilotGitHub20.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 687a23dd on GitHubdocs(managed-datahub): release notes for v2.1.7 (#19792)Cursor Agent
  • d97ac83d on GitHubfix(documents): keep the agent docs parent folder out of soft-delete (#197Cursor Agent
  • 41d7b2d3 on GitHubfeat(ingest/sap-datasphere): surface calculated column formula in column dCursor Agent
  • 6bb7a223 on GitHubfix(ingest/dbt): read semantic model meta from config.meta instead of top-Claude Code
  • fa45f8e4 on GitHubfix(docs): replace site-absolute links with relative paths in connector doClaude Code
  • 41d7b2d3 on GitHubfeat(ingest/sap-datasphere): surface calculated column formula in column dClaude Code
  • 57290d78 on GitHubfeat: Update csv enricher to add support for structured properties (#16779GitHub Copilot
  • 229f1361 on GitHubci: make Linear ticket creation comment more informative for PR authors (#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 window2,471
Merge commits removed−0
CI / dependency bots removed−24
Considered2,447

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 datahub-project/datahub

Scan another repository

Try