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.

Natural voice conversations with Claude Code

01Result

mbailey/voicemode ↗

mbailey/voicemode AI coding statistics: 72.2%

of 504 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
72.2% agent · top contributor 54.7%9 contributors
team

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

364
agent commits
140
other considered commits
9
agent contributors
54.7%
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

364assisted
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
2026-0288.6%123
2026-0378.4%37
2026-0453.4%58
2026-0569.2%91
2026-0688.9%99
2026-0742.5%87
2026-0875%8
2026-09100%1

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic36472.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4352e080 on GitHubci: stop shell injection in star-notification workflowClaude Code
  • 669ffe44 on GitHubfix(VM-2190): resolve_voice accepts every voice a configured endpoint claiClaude Code
  • 00c95806 on GitHubfix(VM-2072 fix-001 REFINE #2): the guard's receipt and its mitigation canClaude 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 window761
Merge commits removed−235
CI / dependency bots removed−22
Considered504

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 →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 mbailey/voicemode

Scan another repository

Try