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.

Synkra AIOS: AI-Orchestrated System for Full Stack Development - Core Framework v4.0

SynkraAI/aiox-core ↗

SynkraAI/aiox-core AI coding statistics: 68.3%

of 369 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
68.3% agent · top contributor 29.4%10 contributors
org-wide

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

252
agent commits
117
other considered commits
10
agent contributors
29.4%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

252assisted
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
2026-0290.3%226
2026-0366.7%18
2026-0475%4
2026-0522%109
2026-0750%6
2026-08100%6

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic25268.3%

Inspect the matches

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

Matched commit samples

  • 4ef6530f on GitHubchore(release): sync full version lockstep set to 5.4.1 (#830)Claude Code
  • 70456b32 on GitHubfix(deps): add tar to root dependencies — pro-setup.js MODULE_NOT_FOUND inClaude Code
  • 9d59ebac on GitHubfix(release): sync root package.json to 5.4.0, complete the lockstep set (Claude Code

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 window382
Merge commits removed−13
CI / dependency bots removed−0
Considered369

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

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 SynkraAI/aiox-core

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