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

luongnv89/claude-howto ↗

luongnv89/claude-howto AI coding statistics: 11.2%

of 152 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
11.2% agent · top contributor 23.5%10 contributors
org-wide

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

17
agent commits
135
other considered commits
10
agent contributors
23.5%
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

17assisted
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
2026-020%8
2026-030%27
2026-0419.7%66
2026-0517.4%23
2026-060%9
2026-070%10
2026-080%7
2026-090%2

Peak month: 19.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1610.5%
GitHub CopilotGitHub10.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • c7830597 on GitHubfix(lesson-quiz): shuffle answer options and add per-round feedback (#76)Claude Code
  • 5f50791f on GitHubfix(quiz): correct Q4 extended thinking toggle wording (#109)Claude Code
  • d2ead3ba on GitHubfix(extended-thinking): correct fictional /think command to valid ultrathiClaude Code
  • f53d0809 on GitHubAdd performance-optimizer subagent and dependency-check hook (#36)GitHub Copilot

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 window156
Merge commits removed−4
CI / dependency bots removed−0
Considered152

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
luongnv89/claude-howto
Default branch
main
Resolved HEAD
97bfb0685e03112ad39845889061d02cef6e534c ↗
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 position63rd percentile

Midrank percentile; equal shares split the tied positions.

Repository
11.2%
Cohort median
6.3%
Share rank
91 / 247
0th50th100th

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

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot 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 luongnv89/claude-howto

Scan another repository

Try