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.

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01Result

maziggy/bambuddy ↗

maziggy/bambuddy AI coding statistics: 3.7%

of 2,860 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.7% agent · top contributor 87.6%6 contributors
individual

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

105
agent commits
2,755
other considered commits
6
agent contributors
87.6%
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
92autonomous

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
2026-0213.7%691
2026-030.5%427
2026-040%366
2026-050.3%381
2026-060%341
2026-072.1%291
2026-080.3%336
2026-090%27

Peak month: 13.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub933.3%
Claude CodeAnthropic120.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • d7401a80 on GitHubFeature: Force Color Match (#625)GitHub Copilot
  • 099896a3 on GitHubInternationalize Advanced Authentication error messages and dropdown optioGitHub Copilot
  • 46626039 on GitHubRevert technical example placeholders to hardcoded valuesGitHub Copilot
  • 9e783fba on GitHubfix(oidc): keep the local-login bypass lenient under strict env_boolClaude Code
  • 6eea61dc on GitHubfix(oidc): survive a failing rollback in the never-raise handler tooClaude Code
  • 5db4c75c on GitHubfix(camera): apply camera_rotation to layer-timelapse frames tooClaude 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 window3,600
Merge commits removed−722
CI / dependency bots removed−18
Considered2,860

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 Copilot commitsBrowse repositories with detected GitHub Copilot 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 maziggy/bambuddy

Scan another repository

Try