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.

Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema, with a REST API and MCP server. Self-host or use Carbon Cloud.

01Result

crbnos/carbon ↗

crbnos/carbon AI coding statistics: 18.2%

of 1,724 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
18.2% agent · top contributor 53.2%20 contributors
team

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

314
agent commits
1,410
other considered commits
20
agent contributors
53.2%
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

314assisted
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
2026-010%2
2026-0211.1%189
2026-036.4%125
2026-047.7%182
2026-059.8%245
2026-0616.4%269
2026-0717.6%358
2026-0836.2%243
2026-0946.8%111

Peak month: 46.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic31418.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 3108f770 on GitHubfix(production): receive exactly the completed quantity when completing seClaude Code
  • fbb70a03 on GitHubfix(quality): make issue disposition quantity editable (#1612)Claude Code
  • da6833cb on GitHubfix(accounting): surface real OAuth error in token refresh failures (#1636Claude 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 window2,010
Merge commits removed−270
CI / dependency bots removed−16
Considered1,724

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 →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 crbnos/carbon

Scan another repository

Try