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.

pgAdmin is the most popular and feature rich Open Source administration and development platform for PostgreSQL, the most advanced Open Source database in the world.

01Result

pgadmin-org/pgadmin4 ↗

pgadmin-org/pgadmin4 AI coding statistics: 4.4%

of 364 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.4% agent · top contributor 56.3%4 contributors

team

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

agent commits

348

other considered commits

agent contributors

56.3%

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

16assisted

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

Peak month: 10%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	15	4.1%
Cursor Agent	Anysphere	1	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

8ed0ecc0 on GitHubwebserver auth: address round-3 review follow-upsClaude Code
c0bd0d86 on GitHubwebserver auth: fix CI-breaking test isolation bug, address round-2 reviewClaude Code
90e94da9 on GitHubwebserver auth: address CVE fix review commentsClaude Code
e6e35bb4 on GitHubfix(pkg): remove trailing quote from Windows ProductVersion (#10250)Cursor Agent

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 window	411
Merge commits removed	−12
CI / dependency bots removed	−35
Considered	364

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python 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 pgadmin-org/pgadmin4

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	32
2026-03	10%	50
2026-04	0%	10
2026-05	0%	62
2026-06	6.8%	88
2026-07	0%	57
2026-08	4.2%	24
2026-09	9.8%	41