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.

The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants

01Result

tractorjuice/arc-kit ↗

tractorjuice/arc-kit AI coding statistics: 83.3%

of 1,180 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
83.3% agent · top contributor 97%9 contributors
individual

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

983
agent commits
197
other considered commits
9
agent contributors
97%
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

983assisted
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
2026-0299%298
2026-0397.2%217
2026-0492.5%106
2026-0576.2%210
2026-0648.8%86
2026-0750%140
2026-0882.6%86
2026-0997.3%37

Peak month: 99%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic98383.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 06e6be27 on GitHubfix(fr): cite the binding arrêté du 12 août 2026 as SecNumCloud's legal baClaude Code
  • 326e9d27 on GitHubci: re-trigger checks (the previous pull_request event was not delivered)Claude Code
  • a90d862e on GitHubfix(wardley): describe the map check without naming the runtimeClaude Code

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 window1,249
Merge commits removed−69
CI / dependency bots removed−0
Considered1,180

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 tractorjuice/arc-kit

Scan another repository

Try