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

reflex-dev/reflex ↗

reflex-dev/reflex AI coding statistics: 26.9%

of 583 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
26.9% agent · top contributor 59.9%17 contributors
team

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

157
agent commits
426
other considered commits
17
agent contributors
59.9%
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

154assisted
3autonomous

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%10
2026-0312.1%33
2026-049.7%103
2026-0513.4%97
2026-0631.5%73
2026-0740.5%74
2026-0847.3%112
2026-0929.6%81

Peak month: 47.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic15726.9%
GitHub CopilotGitHub10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 8e69e9c3 on GitHubfix(app): keep local/git package specifiers whole when resolving installs Claude Code
  • 6479e2e4 on GitHubAdd click_element utility for robust element clicking in tests (#6968)Claude Code
  • 2f63cb34 on GitHubWrap Recharts Sankey chart (#6708)Claude Code
  • dfb4ef0d on GitHubfeat(cloud): add `reflex cloud whoami` and `reflex cloud token` (#6918)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 window591
Merge commits removed−0
CI / dependency bots removed−8
Considered583

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
reflex-dev/reflex
Default branch
main
Resolved HEAD
856c0a750d6f0ed8059f99fea9de4f48b47ebbde ↗
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 position83rd percentile

Midrank percentile; equal shares split the tied positions.

Repository
26.9%
Cohort median
6.3%
Share rank
43 / 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 reflex-dev/reflex

Scan another repository

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