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

calesthio/OpenMontage ↗

calesthio/OpenMontage AI coding statistics: 9.9%

of 303 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
9.9% agent · top contributor 20%14 contributors
org-wide

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

30
agent commits
273
other considered commits
14
agent contributors
20%
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

30assisted
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
2026-0313.8%29
2026-040%64
2026-050%1
2026-0611.7%60
2026-0711.5%96
2026-0815.4%52
2026-090%1

Peak month: 15.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic309.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 45f45855 on GitHubFix video_understand sampling only the opening seconds of a clipClaude Code
  • 2db3625f on GitHubfix(playbook_loader): load generated playbooks from styles/custom/Claude Code
  • f0e66e57 on GitHubfix(remotion): correct four defects in render-scoped asset stagingClaude 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 window449
Merge commits removed−146
CI / dependency bots removed−0
Considered303

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
calesthio/OpenMontage
Default branch
main
Resolved HEAD
08e2151fa02de28a5d6a312b3d575692bf147ad7 ↗
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 position59th percentile

Midrank percentile; equal shares split the tied positions.

Repository
9.9%
Cohort median
6.3%
Share rank
101 / 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 calesthio/OpenMontage

Scan another repository

Try