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.

MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.

01Result

MariaDB/server ↗

MariaDB/server AI coding statistics: 0.9%

of 1,501 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.9% agent · top contributor 38.5%7 contributors
team

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

13
agent commits
1,488
other considered commits
7
agent contributors
38.5%
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

13assisted
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
2026-020%134
2026-030.6%154
2026-041%295
2026-050%154
2026-061.3%152
2026-071.2%244
2026-080.9%336
2026-093.1%32

Peak month: 3.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic120.8%
Gemini CLIGoogle10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 0fcc374c on GitHubMDEV-40903 : query 'reset master' failed: ER_BINLOG_IN_USE (4243) in GalerClaude Code
  • f4a85225 on GitHubMDEV-39169: Replace deprecated network functions in resolveip (testfix 2)Claude Code
  • 7d73a695 on GitHubMDEV-40645 : Slave Crash on Malformed User_var_log_eventClaude Code
  • 2c40efe5 on GitHubspelling correction: support-files/wsrep.cnf.shGemini CLI

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 window1,601
Merge commits removed−100
CI / dependency bots removed−0
Considered1,501

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI signatures →C++ AI coding statisticsCompare evidence across C++ repositories →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 MariaDB/server

Scan another repository

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