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.

An open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordination via Matrix rooms.

01Result

agentscope-ai/AgentTeams ↗

agentscope-ai/AgentTeams AI coding statistics: 20.7%

of 778 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
20.7% agent · top contributor 44.1%12 contributors
org-wide

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

161
agent commits
617
other considered commits
12
agent contributors
44.1%
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

161assisted
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
2026-0226.4%53
2026-0326%384
2026-0419.8%126
2026-0524.3%70
2026-0617.2%29
2026-070%60
2026-080%34
2026-090%22

Peak month: 26.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic15820.3%
Cursor AgentAnysphere30.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 0d1e603e on GitHubfeat(controller): add Matrix AppService support for passwordless user manaClaude Code
  • 746de8c7 on GitHubfeat(controller): support model provider selection (#920)Claude Code
  • aad4892f on GitHubfix(copaw): suppress warning for missing MinIO objects (#914)Claude Code
  • 7e11e19b on GitHubfix(openclaw-base): clone OpenClaw from higress-group fork (#772)Cursor Agent
  • fac0b369 on GitHubfeat(controller): support mcpServers on Team Leader spec (#734)Cursor Agent
  • 81dfa903 on GitHubRevamp design with manager-worker architecture and stateless worker designCursor Agent

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 window795
Merge commits removed−1
CI / dependency bots removed−16
Considered778

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 →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 agentscope-ai/AgentTeams

Scan another repository

Try