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.

Production Grade Cloud-Ready .NET 10 Starter Kit (Web API + React Client) with Multitenancy Support, and Clean/Modular Architecture that saves roughly 200+ Development Hours! All Batteries Included.

01Result

fullstackhero/dotnet-starter-kit ↗

fullstackhero/dotnet-starter-kit AI coding statistics: 71.7%

of 619 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
71.7% agent · top contributor 97.5%4 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

444
agent commits
175
other considered commits
4
agent contributors
97.5%
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

444assisted
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%6
2026-0358.5%65
2026-0486.6%82
2026-0568%362
2026-0691.4%70
2026-0733.3%12
2026-0895.5%22

Peak month: 95.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic44471.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9b858c60 on GitHubdocs(plan): outbox redesign phases 2-6 complete (#1349)Claude Code
  • 7837f0c0 on GitHubdocs(agents): update eventing rules and skills for the framework-owned outClaude Code
  • 7be378bf on GitHubrefactor(eventing): publish integration events via the outbox, not the busClaude 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 window721
Merge commits removed−102
CI / dependency bots removed−0
Considered619

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 →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 fullstackhero/dotnet-starter-kit

Scan another repository

Try