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.

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MetaCubeX/metacubexd ↗

MetaCubeX/metacubexd AI coding statistics: 2.8%

of 567 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.8% agent · top contributor 75%5 contributors
team

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

16
agent commits
551
other considered commits
5
agent contributors
75%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

16assisted
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
2026-0235.1%37
2026-030%13
2026-040%20
2026-050%67
2026-060.9%343
2026-070%76
2026-080%9
2026-090%2

Peak month: 35.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic152.6%
OpenAI CodexOpenAI10.2%

Inspect the matches

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

Matched commit samples

  • 1caa048a on GitHubfeat(connections): resolve client & destination hostnames via reverse DNS Claude Code
  • ccc5e727 on GitHubfeat(proxies): add unfix action and provider-scoped node health checkClaude Code
  • b5c6eb66 on GitHubfix: move proxy group filter from speedGroupByName to overview page (#1847Claude Code
  • e72d6f1f on GitHubfix(config): read unified delay from backend key (#2031)OpenAI Codex

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 window694
Merge commits removed−3
CI / dependency bots removed−124
Considered567

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

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 MetaCubeX/metacubexd

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