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 WebRTC, SIP and VoIP library for C# and .NET. Designed for real-time communications apps.

01Result

sipsorcery-org/sipsorcery ↗

sipsorcery-org/sipsorcery AI coding statistics: 14.6%

of 314 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
14.6% agent · top contributor 60.9%7 contributors
team

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

46
agent commits
268
other considered commits
7
agent contributors
60.9%
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

46assisted
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
2026-0233.3%30
2026-030%4
2026-046.9%72
2026-056.5%46
2026-0614.2%106
2026-076.3%16
2026-0830.3%33
2026-0928.6%7

Peak month: 33.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic319.9%
GitHub CopilotGitHub206.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • fe4d1d2b on GitHubUse a simpler JSON formatter and parser to avoid AOT and a new dependency Claude Code
  • a4b38861 on GitHubSwitch from JSON to binary serialisation for SCTP transport cookie (#1818)Claude Code
  • d89a6fb2 on GitHubRaise events when a call is taken over by an attended transfer. (#1807)Claude Code
  • a199a88d on GitHubFix sporadic NullReferenceException in G722 lazy codec init (#1745)GitHub Copilot
  • 8b0247fb on GitHubImprove FFmpeg initialisation and error handling (#1741)GitHub Copilot
  • bd91f70f on GitHubPrevent Unity Linux PlayMode smoke test failures from runner disk exhaustiGitHub 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 window316
Merge commits removed−1
CI / dependency bots removed−1
Considered314

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 sipsorcery-org/sipsorcery

Scan another repository

Try