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.

OpenEMS - Open Source Energy Management System

01Result

OpenEMS/openems ↗

OpenEMS/openems AI coding statistics: 3.7%

of 136 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.7% agent · top contributor 20%5 contributors
team

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

5
agent commits
131
other considered commits
5
agent contributors
20%
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

4assisted
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
2026-020%9
2026-034.8%21
2026-040%7
2026-054.3%23
2026-060%2
2026-075.3%19
2026-084.5%44
2026-090%11

Peak month: 5.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic32.2%
Cursor AgentAnysphere10.7%
GitHub CopilotGitHub10.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 0432616d on GitHub[Edge] Add ESS SMA Sunny Boy Storage 2.5 (#3727)Claude Code
  • b5381737 on GitHub[Edge] Victron.Ess: drop all write tasks in Read-Only-Mode (#3807)Claude Code
  • 69b8cafe on GitHub[Edge] Controller.IO.ChannelSingleThreshold: add configurable fallback forClaude Code
  • 09eb288b on GitHub[Edge] Controller.Ess.Balancing: migrate reference target & update JUnit tCursor Agent
  • ec956cb3 on GitHubBump the openems-ui group across 1 directory with 30 updates (#3698)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 window284
Merge commits removed−16
CI / dependency bots removed−132
Considered136

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 →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 OpenEMS/openems

Scan another repository

Try