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.

Run multiple AI models against the same research, design, or coding task. Surface disagreements before you ship.

01Result

nyldn/claude-octopus ↗

nyldn/claude-octopus AI coding statistics: 26.8%

of 1,151 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
26.8% agent · top contributor 72.4%21 contributors
team

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

308
agent commits
843
other considered commits
21
agent contributors
72.4%
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

308assisted
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%9
2026-020%167
2026-0343.5%315
2026-0433.3%93
2026-0516.5%176
2026-0627.7%65
2026-0734.5%119
2026-0824.7%162
2026-0926.7%45

Peak month: 43.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic30826.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • 3aaa601a on GitHubfix: doctor agents check uses --json instead of TTY-only output (#1029)Claude Code
  • d87470bc on GitHubfix(council): validate citations against evidence root (#1025)Claude Code
  • e7cf06a0 on GitHubfeat(council): --context-file inlines referenced artifact into seat promptClaude 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 window1,329
Merge commits removed−166
CI / dependency bots removed−12
Considered1,151

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 →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 nyldn/claude-octopus

Scan another repository

Try