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.

Run Stable Diffusion on Mac natively

01Result

MochiDiffusion/MochiDiffusion ↗

MochiDiffusion/MochiDiffusion AI coding statistics: 52.8%

of 144 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
52.8% agent · top contributor 96.1%2 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

76
agent commits
68
other considered commits
2
agent contributors
96.1%
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

76assisted
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
2026-020%27
2026-0375%4
2026-040%1
2026-0884.9%86
2026-090%26

Peak month: 84.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic7350.7%
GitHub CopilotGitHub32.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • c87fa794 on GitHubrefactor: remove the ImageGallery and GenerationService singletonsClaude Code
  • dca4479c on GitHubperf: draw the gallery from thumbnails, not full-size imagesClaude Code
  • ff00aecb on GitHubrefactor: let an image know its size without being decodedClaude Code
  • 802b8da8 on GitHubci: fix CI by separating build analyze from export localizations (#506)GitHub Copilot
  • a32c9441 on GitHubfix: prebuild Iris target in CI localization job (#505)GitHub Copilot
  • 842e1e0d on GitHubci: update workflow runners and submodule checkout (#504)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 window156
Merge commits removed−3
CI / dependency bots removed−9
Considered144

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 →Swift AI coding statisticsCompare evidence across Swift 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 MochiDiffusion/MochiDiffusion

Scan another repository

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