Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

AstrBotDevs/AstrBot ↗

AstrBotDevs/AstrBot AI coding statistics: 6.8%

of 1,435 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.8% agent · top contributor 10.3%50 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

97
agent commits
1,338
other considered commits
50
agent contributors
10.3%
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

95assisted
2autonomous

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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-024.8%331
2026-038.3%278
2026-0411.5%174
2026-0510.3%146
2026-066.2%178
2026-075.6%142
2026-082.5%121
2026-091.5%65

Peak month: 11.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Gemini CLIGoogle473.3%
GitHub CopilotGitHub312.2%
Claude CodeAnthropic211.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • 077d54ba on GitHubFix path separator for remote_zip in computer_client.py (#8182)Gemini CLI
  • 5b29f6f7 on GitHubfeat: add categorization to platform logs and a UI toggle to hide user chaGemini CLI
  • b9c5a1f2 on GitHubperf: detect repeated tool calls by name and arguments (#9311)Gemini CLI
  • 20c294fc on GitHubfeat: add stateless Responses API provider (#9515)GitHub Copilot
  • ba7f8ebf on GitHubfix(webui): sync plugin activation status on enable (#9156)GitHub Copilot
  • 771911a8 on GitHubfix: keep Tab navigation within reset-password inputs in account dialog (#GitHub Copilot
  • 47ab2fe0 on GitHubfix: add LLM metadata fallback endpoint (#9725)Claude Code
  • de4cbbcb on GitHubfeat: expand webchat drag-and-drop upload to the whole chat area (#9564)Claude Code
  • 32cfcbf5 on GitHubfeat: show quoted message content in group chat contextClaude 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 window1,484
Merge commits removed−22
CI / dependency bots removed−27
Considered1,435

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
AstrBotDevs/AstrBot
Default branch
master
Resolved HEAD
e0aa8d386121ead06825fb6d1e423a41a3d14a83 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position52nd percentile

Midrank percentile; equal shares split the tied positions.

Repository
6.8%
Cohort median
6.3%
Share rank
119 / 247
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 AstrBotDevs/AstrBot

Scan another repository

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