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

bojieli/ai-agent-book ↗

bojieli/ai-agent-book AI coding statistics: 23.3%

of 1,362 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
23.3% agent · top contributor 91.8%11 contributors
individual

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

317
agent commits
1,045
other considered commits
11
agent contributors
91.8%
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

317assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0720.3%929
2026-0829.5%403
2026-0930%30

Peak month: 30%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic31723.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 495d1f3e on GitHubREADME: 各语言版加入姊妹篇 AI Infra 的发布提示 (#1080)Claude Code
  • 639894b4 on GitHubdocs(ch9): 以三层验证为主线重写「从运行轨迹中获得学习信号」（15 语种） (#1059)Claude Code
  • 013a0970 on GitHubfix(ch1): 实验 1-2 默认超时从 30 秒提到 180 秒，并区分速率限制与超时 (#1058)Claude 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 window1,626
Merge commits removed−200
CI / dependency bots removed−64
Considered1,362

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
bojieli/ai-agent-book
Default branch
main
Resolved HEAD
33918d7e4f6a6c0f29ac883a2496627756ba9f1d ↗
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 position80th percentile

Midrank percentile; equal shares split the tied positions.

Repository
23.3%
Cohort median
6.3%
Share rank
49 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

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 bojieli/ai-agent-book

Scan another repository

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