Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

A modern, simple and very fast Mysql library for Ruby - binding to libmysql

01Result

brianmario/mysql2 ↗

brianmario/mysql2 AI coding statistics: 30.8%

of 104 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
30.8% agent · top contributor 78.1%5 contributors
team

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

32
agent commits
72
other considered commits
5
agent contributors
78.1%
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

32assisted
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.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-040%2
2026-050%9
2026-060%1
2026-0742.9%7
2026-0834.5%84
2026-090%1

Peak month: 42.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic3129.8%
GitHub CopilotGitHub11%

03Evidence

Inspect the matches

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

Matched commit samples

  • e5fd094b on GitHubDisable LOCAL INFILE by default (#1585)Claude Code
  • 936974b1 on GitHubFix prepared-statement FLOAT casting to honor the field's declared precisiClaude Code
  • 0c308987 on GitHubFix MySQL TIME cast to Ruby Time for negative values and values beyond 24 Claude Code
  • cfc89db9 on GitHubFix segfault when accessing fields/field_types on freed result (#1427)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 window104
Merge commits removed−0
CI / dependency bots removed−0
Considered104

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

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 brianmario/mysql2

Scan another repository

Try