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.

Thoughtfully architected, obscenely fast, thoroughly enjoyable web services for all

01Result

ServiceStack/ServiceStack ↗

ServiceStack/ServiceStack AI coding statistics: 1.1%

of 350 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.1% agent · top contributor 25%4 contributors
team

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

4
agent commits
346
other considered commits
4
agent contributors
25%
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

4assisted
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%19
2026-030%10
2026-040%3
2026-050%15
2026-060%7
2026-076.3%16
2026-080.7%148
2026-091.5%132

Peak month: 6.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic30.9%
GitHub CopilotGitHub10.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 868d4b54 on GitHubFix string[] Contains translated to LIKE under C# 14 and interpret one-shoClaude Code
  • 944c7ba4 on GitHubUse published servicestack crate in Rust clientClaude Code
  • 495415b3 on GitHubFix ServiceStack.OrmLite.Firebird type converters + add Firebird 5 dialectClaude Code
  • 1cab3b98 on GitHubFix incorrect expected URL-encoded password in ConfigTests (#1380)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 window356
Merge commits removed−6
CI / dependency bots removed−0
Considered350

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 →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 ServiceStack/ServiceStack

Scan another repository

Try