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.

Apache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and community growth.

01Result

apache/devlake ↗

apache/devlake AI coding statistics: 13.3%

of 195 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13.3% agent · top contributor 23.1%16 contributors
org-wide

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

26
agent commits
169
other considered commits
16
agent contributors
23.1%
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

26assisted
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
2026-0215.4%13
2026-038.8%34
2026-044.3%23
2026-0518.8%16
2026-0618.2%22
2026-079.4%32
2026-089.8%41
2026-0942.9%14

Peak month: 42.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic157.7%
Cursor AgentAnysphere63.1%
GitHub CopilotGitHub52.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 05dad99c on GitHubfix(build): use libgit2's bundled zlib so the image builds on arm64 hosts Claude Code
  • 10c20d95 on GitHubfix(config-ui): group connections by name, not by list position (#9130)Claude Code
  • 9de8a09a on GitHubfix(argocd): add CICD DomainTypes to application collect/extract subtasks Claude Code
  • 0578745e on GitHubfix(ci): pin docker/* actions to current ASF allowlisted SHAs (#9095)Cursor Agent
  • 63b6a9b7 on GitHubfix(gitlab): use stateful extractors for users and tags (#9070)Cursor Agent
  • c9721ee1 on GitHubfix(jira): honor EpicKeyField when extracting issues (#9067)Cursor Agent
  • 6f2ee9d1 on GitHubAdd Copilot team adoption dashboards (#8966)GitHub Copilot
  • a9650e4c on GitHubfeat(gh-copilot): close Copilot metrics parity gaps (#8889)GitHub Copilot
  • 048adfb4 on GitHubAllow Rootly plugin to collect incidents without service identifiers assigGitHub 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 window210
Merge commits removed−0
CI / dependency bots removed−15
Considered195

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 →Go AI coding statisticsCompare evidence across Go 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 apache/devlake

Scan another repository

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