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.

Self-hostable CRM template for WhatsApp — shared inbox, contacts, sales pipelines, broadcasts, and no-code automations. Fork it, brand it, host it.

ArnasDon/wacrm ↗

ArnasDon/wacrm AI coding statistics: 80.2%

of 353 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
80.2% agent · top contributor 99.3%2 contributors
individual

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

283
agent commits
70
other considered commits
2
agent contributors
99.3%
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

283assisted
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
2026-0494.9%78
2026-0591.8%85
2026-0687.5%64
2026-0750%78
2026-0862.1%29
2026-0994.7%19

Peak month: 94.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic28380.2%

Inspect the matches

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

Matched commit samples

  • bbb6ff1a on GitHubi18n: translate the 236 keys added by #375 parts A/B into pt and esClaude Code
  • a8d8a12c on GitHubi18n: add Brazilian Portuguese and Spanish catalogues (#375)Claude Code
  • 50c11b24 on GitHubi18n: translate the remaining hardcoded toasts, labels and aria-labels (#3Claude Code

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 window740
Merge commits removed−339
CI / dependency bots removed−48
Considered353

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 ArnasDon/wacrm

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