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-source AI teammates in Slack, Teams, Discord, Telegram and Mattermost. Self-host it, with any agent harness and any model.

01Result

sandbox-quantum/switch ↗

sandbox-quantum/switch AI coding statistics: 70.6%

of 568 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
70.6% agent · top contributor 60.1%11 contributors
team

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

401
agent commits
167
other considered commits
11
agent contributors
60.1%
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

401assisted
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
2026-0777%87
2026-0882.3%316
2026-0944.8%165

Peak month: 82.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic39970.2%
GitHub CopilotGitHub10.2%
Cursor AgentAnysphere10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9ddfbc4d on GitHubci(migrations): fix the union, the PR cap, the cancelled run and the abortClaude Code
  • 0f6481b5 on GitHubci: read the issue manager's Discord role id from a variable (#472)Claude Code
  • 990200dd on GitHubci: notify the Switch issue manager when an issue is opened (#470)Claude Code
  • 5594010b on GitHubFix !command so @mentions resolve and code-wrapped commands run, like /comGitHub Copilot
  • 3e285aed on GitHubgitignore: add .claude/worktrees/ to prevent agent worktrees from being coCursor 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 window681
Merge commits removed−89
CI / dependency bots removed−24
Considered568

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 sandbox-quantum/switch

Scan another repository

Try