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.

Official front-end implementation of ComfyUI

01Result

Comfy-Org/ComfyUI_frontend ↗

Comfy-Org/ComfyUI_frontend AI coding statistics: 10.9%

of 3,404 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
10.9% agent · top contributor 21.3%41 contributors
org-wide

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

371
agent commits
3,033
other considered commits
41
agent contributors
21.3%
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

292assisted
79autonomous

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
2026-010%5
2026-024.8%373
2026-0312%502
2026-042.1%382
2026-053.6%334
2026-0615.5%278
2026-0723.8%319
2026-0818.4%608
2026-097%603

Peak month: 23.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic36410.7%
Cursor AgentAnysphere60.2%
OpenAI CodexOpenAI10%
DevinCognition10%

03Evidence

Inspect the matches

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

Matched commit samples

  • 14a64de7 on GitHubfeat(website): rebuild /events with a filterable directory and host sectioClaude Code
  • 61437e77 on GitHubfix(website): stop Inter Google Fonts import from blocking PP Formula CSS Claude Code
  • 30fba12b on GitHubRestore Minimax nav callout (revert LTX 2.5 swap) (#17302)Claude Code
  • 39a5e899 on GitHubtest(telemetry): cover normalizeEmail (#17495)Cursor Agent
  • 3971529a on GitHubtest: add unit coverage for planDuration helpers (#17490)Cursor Agent
  • 3723ddc0 on GitHubtest: cover U+2028/U+2029 escaping in escapeJsonLd (#17493)Cursor Agent
  • 92c249de on GitHubtest: custom-node E2E regression suite - Core depth and Cloud breadth (#15OpenAI Codex
  • e25e0f2e on GitHubrefactor: simplify slot link drop finalization (#13471)Devin

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 window3,429
Merge commits removed−0
CI / dependency bots removed−25
Considered3,404

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 →Devin commitsBrowse repositories with detected Devin signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 Comfy-Org/ComfyUI_frontend

Scan another repository

Try