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.

Online browser-based RTS game

01Result

openfrontio/OpenFrontIO ↗

openfrontio/OpenFrontIO AI coding statistics: 27.5%

of 1,548 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
27.5% agent · top contributor 65%22 contributors
team

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

426
agent commits
1,122
other considered commits
22
agent contributors
65%
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

426assisted
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
2026-022%149
2026-030.5%211
2026-040.6%167
2026-052.5%204
2026-0634.7%219
2026-0744%200
2026-0854.2%216
2026-0974.2%182

Peak month: 74.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic41927.1%
GitHub CopilotGitHub60.4%
Other / generic agentVarious10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 960ed616 on GitHubfix(matchmaking): name the page's site on join and the server's on check-iClaude Code
  • 135d723a on GitHubdocs(api): document /public/players/recently-deleted (#5451)Claude Code
  • 0fb2ee19 on GitHubPlay the bundled tutorial video on desktop instead of the YouTube embed (#Claude Code
  • 365402bb on GitHubperf(map-generator): major CPU and memory optimisations (#3860)GitHub Copilot
  • b0572ae8 on GitHubperf(map-generator): major CPU and memory optimisations (#3860)GitHub Copilot
  • cdb7c18a on GitHubFix: CI Test failures because of too-long running test (#3861)GitHub Copilot
  • fc655712 on GitHubadd the flag of Occitania (#3179)Other / generic 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 window1,607
Merge commits removed−20
CI / dependency bots removed−39
Considered1,548

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 openfrontio/OpenFrontIO

Scan another repository

Try