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.

Eclipse ThreadX is an advanced real-time operating system (RTOS) designed specifically for deeply embedded applications.

01Result

eclipse-threadx/threadx ↗

eclipse-threadx/threadx AI coding statistics: 15.8%

of 184 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

15.8% agent · top contributor 89.7%4 contributors

individual

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

agent commits

155

other considered commits

agent contributors

89.7%

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

29assisted

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

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

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	15	8.2%
Claude Code	Anthropic	9	4.9%
OpenAI Codex	OpenAI	5	2.7%

03Evidence

Inspect the matches

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

Matched commit samples

190c4d6b on GitHubFlagged txm_module_object_pointer_get as deprecated (#562)GitHub Copilot
92ce0754 on GitHubMarked txm_module_object_deallocate as deprecated (#559)GitHub Copilot
d9e7dfea on GitHubAdd SysTick counter reset in Cortex-M ports (#561)GitHub Copilot
e46b1b07 on GitHubAsked the wait abort test for three windows, and failed a run that reachedClaude Code
c8d27c4e on GitHubStopped the SMP stack check analyzing a stack it just found broken (#648)Claude Code
fe400793 on GitHubStopped the thread priority change test leaving core 0 to a finished threaClaude Code
a33f6efc on GitHubUpdated Cortex-R4 Thumb bit immediates (#565)OpenAI Codex
3fcfb4e4 on GitHubUpdated Cortex-M BASEPRI zero immediates (#564)OpenAI Codex
2dfe5acf on GitHubFixed ARMv8 SMP time sources (#555)OpenAI Codex

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 window	209
Merge commits removed	−25
CI / dependency bots removed	−0
Considered	184

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →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 eclipse-threadx/threadx

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	10
2026-03	0%	4
2026-04	16.7%	6
2026-05	46.7%	15
2026-06	76.9%	13
2026-07	100%	2
2026-08	10.6%	85
2026-09	0%	49