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 Robotic Arm for All Developers

01Result

Seeed-Projects/reBot-DevArm ↗

Seeed-Projects/reBot-DevArm AI coding statistics: 8.7%

of 150 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8.7% agent · top contributor 61.5%3 contributors
individual

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

13
agent commits
137
other considered commits
3
agent contributors
61.5%
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

13assisted
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
2026-020%12
2026-030%5
2026-040%42
2026-050%13
2026-060%29
2026-078%25
2026-0850%12
2026-0941.7%12

Peak month: 50%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic96%
OpenAI CodexOpenAI42.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 39af44f7 on GitHubci: accept the whole 2xx range, not just 200 and 206Claude Code
  • 4ccf8100 on GitHubdocs: restore fixes lost in a conflicted merge, and check main itselfClaude Code
  • 7e424dac on GitHubci: stop the link check failing on transient network errorsClaude Code
  • 50f52432 on GitHubdocs: restore missing RS roadmap translations to fix readme-syncOpenAI Codex
  • 08dfa5b5 on GitHubdocs: restore D405 mount design notes in all README languagesOpenAI Codex
  • 491e5ac3 on GitHubfeat(hardware): revise D405/Gemini 305 mount to 30 degreesOpenAI Codex

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 window263
Merge commits removed−55
CI / dependency bots removed−58
Considered150

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Python AI coding statisticsCompare evidence across Python 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 Seeed-Projects/reBot-DevArm

Scan another repository

Try