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.

Matter (formerly Project CHIP) creates more connections between more objects, simplifying development for manufacturers and increasing compatibility for consumers, guided by the Connectivity Standards Alliance.

01Result

project-chip/connectedhomeip ↗

project-chip/connectedhomeip AI coding statistics: 10%

of 1,901 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
10% agent · top contributor 13.1%62 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

191
agent commits
1,710
other considered commits
62
agent contributors
13.1%
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

191assisted
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
2026-0210.7%289
2026-038.8%216
2026-049%245
2026-057.6%264
2026-069.4%278
2026-076.2%241
2026-0814.4%209
2026-0917.6%159

Peak month: 17.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub854.5%
Claude CodeAnthropic562.9%
Gemini CLIGoogle532.8%
Cursor AgentAnysphere70.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 0de6400a on GitHub[HVAC] Initial implementation of Thermostat Mode cluster (#73965)GitHub Copilot
  • 837be93d on GitHubPushAV test scripts for test cases 2.14 and 2.15 (#73856)GitHub Copilot
  • 0f46cb29 on GitHubAdd Ambient Sensing Union cluster SDK implementation (#72413)GitHub Copilot
  • 06e1ff58 on GitHubUpdate secure session peer address only after the message authenticates (#Claude Code
  • b22985be on GitHubAdd Proximity Ranging cluster test scripts (#74078)Claude Code
  • 6bffd416 on GitHub[Code Driven Cluster] Decouple `Thermostat User Interface Configuration` pClaude Code
  • 32fcec6c on GitHubTC-ESALM: Add Python automation test scripts for Electrical Alarm cluster Gemini CLI
  • 25da6be4 on GitHubCommissioning Proxy PR5 : Add Python Certification Scripts (#73279)Gemini CLI
  • 9816449e on GitHubAdd test of NFC Limited Data Model (TC_IDM_10_7) (#72865)Gemini CLI
  • 72ae9135 on GitHub[Silabs] [Zephyr] rb4187c and rb4118a overlay cleanup (Auto-merged by platCursor Agent
  • 08addbd4 on GitHubPIXITs refactor, add declarative PIXIT support (#43245)Cursor Agent
  • 4416cf09 on GitHub[Silabs] Lock App refactor (#71966)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 window2,108
Merge commits removed−0
CI / dependency bots removed−207
Considered1,901

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 project-chip/connectedhomeip

Scan another repository

Try