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

JetBrains/kotlin ↗

JetBrains/kotlin AI coding statistics: 4.7%

of 9,828 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.7% agent · top contributor 39.7%18 contributors
org-wide

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

461
agent commits
9,367
other considered commits
18
agent contributors
39.7%
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

461assisted
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
2026-021.1%970
2026-035.9%1307
2026-045.5%1311
2026-053.8%973
2026-065.1%1459
2026-072.4%1748
2026-087.1%1308
2026-097.3%752

Peak month: 7.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic4614.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • a4c364ef on GitHub[LL] Don't resolve the designation path for a checker contextClaude Code
  • 7ddcdb1b on GitHub[FIR] Don't traverse into an unresolved container in the CFA componentClaude Code
  • 19f15deb on GitHub[FIR] Don't analyze a member graph its container graph coversClaude 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 window9,838
Merge commits removed−0
CI / dependency bots removed−10
Considered9,828

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
JetBrains/kotlin
Default branch
master
Resolved HEAD
bf085aedbde77529ebfd6e5a92e4fbce2a0471a8 ↗
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.

CohortJava/Kotlin · 67 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 34 of 101 ecosystem repositories excluded
Agent-commit share position82nd percentile

Midrank percentile; equal shares split the tied positions.

Repository
4.7%
Cohort median
0.9%
Share rank
12 / 67
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 67.

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 JetBrains/kotlin

Scan another repository

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