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.

Open Adversarial Exposure Validation Platform

01Result

OpenAEV-Platform/openaev ↗

OpenAEV-Platform/openaev AI coding statistics: 4.2%

of 1,269 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.2% agent · top contributor 22.6%21 contributors
org-wide

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

53
agent commits
1,216
other considered commits
21
agent contributors
22.6%
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

52assisted
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
2026-023.2%93
2026-032%98
2026-042.6%155
2026-053%133
2026-062.5%163
2026-074.9%288
2026-084.1%246
2026-0912.9%93

Peak month: 12.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub534.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • e97eb955 on GitHubfeat(multitenancy): tenant access denied ui error screen (#7979) (#7986)GitHub Copilot
  • b9061055 on GitHubfeat(finding): derive sensitive finding masking from contract output type GitHub Copilot
  • b6844591 on GitHubfeat(marking): task.1 - Create & Manage marking (#7511) (#7651)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 window1,788
Merge commits removed−50
CI / dependency bots removed−469
Considered1,269

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

Continue exploring

GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Java AI coding statisticsCompare evidence across Java 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 OpenAEV-Platform/openaev

Scan another repository

Try