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 framework for building messaging apps with .NET and C#.

01Result

BrighterCommand/Brighter ↗

BrighterCommand/Brighter AI coding statistics: 88.4%

of 1,388 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
88.4% agent · top contributor 70.3%13 contributors
team

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

1,227
agent commits
161
other considered commits
13
agent contributors
70.3%
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

1227assisted
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
2026-0268.2%22
2026-0378.3%46
2026-0482.4%108
2026-0589.4%398
2026-0692%200
2026-0780.8%99
2026-0820%15
2026-0992.8%500

Peak month: 92.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic122488.2%
GitHub CopilotGitHub40.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 3fb4322a on GitHubdocs: add ADR 0072 for subscription/channel-factory compatibilityClaude Code
  • 4260f099 on GitHubdocs(spec): approve 0037 requirementsClaude Code
  • 65944741 on GitHubdocs: record that RMQ.Sync cannot run against RabbitMQ 4.3+Claude Code
  • 0950f286 on GitHubReplay Outgoing Messages When Inbox Receives Duplicate (#4067)GitHub Copilot
  • 53566af5 on GitHubchange(#3828): Update src/Paramore.Brighter.AsyncAPI.NJsonSchema/Paramore.GitHub Copilot
  • d62676ec on GitHubbuild: optimize MSBuild configuration for local development (#4056)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 window1,532
Merge commits removed−122
CI / dependency bots removed−22
Considered1,388

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 BrighterCommand/Brighter

Scan another repository

Try