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

OtterMind/Chat2DB ↗

OtterMind/Chat2DB AI coding statistics: 21.2%

of 727 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
21.2% agent · top contributor 66.9%4 contributors
team

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

154
agent commits
573
other considered commits
4
agent contributors
66.9%
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
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
2026-030%4
2026-040%6
2026-050%10
2026-060%4
2026-0727.2%254
2026-0827.3%311
2026-090%138

Peak month: 27.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic15421.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 379b092f on GitHubfix(redis): reject null/none/unknown key types before emitting commandsClaude Code
  • cc4b3d83 on GitHubfix(redis): validate both key types before type-change check (#2437)Claude Code
  • 86ff3689 on GitHubfix(redis): guard RedisScriptExecutor.update against null key types (#2436Claude 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 window1,074
Merge commits removed−347
CI / dependency bots removed−0
Considered727

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
OtterMind/Chat2DB
Default branch
main
Resolved HEAD
4936141c34a200b2ff3d34778d108fa8d27654ec ↗
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 position93rd percentile

Midrank percentile; equal shares split the tied positions.

Repository
21.2%
Cohort median
0.9%
Share rank
5 / 67
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 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 OtterMind/Chat2DB

Scan another repository

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