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.

Distributed inference for mobile, desktop and server.

01Result

evilsocket/cake ↗

evilsocket/cake AI coding statistics: 45.6%

of 953 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
45.6% agent · top contributor 86.4%3 contributors
individual

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

435
agent commits
518
other considered commits
3
agent contributors
86.4%
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

391assisted
44autonomous

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
2026-0345.4%949
2026-04100%4

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic39141%
GitHub CopilotGitHub444.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • 96aa6381 on GitHubfeat: add --expert-offload flag to cake chat for local MoE inferenceClaude Code
  • ef8005da on GitHubfix: Qwen3.5-MoE uses standard RMS norm (not residual), fix garbled outputClaude Code
  • 7f2d6405 on GitHubcleanup: remove debug logging from GPTQ dequant and MoE forward pathsClaude Code
  • 0f1eebbc on GitHubfix: replace posix_madvise/POSIX_MADV_WILLNEED in disk_expert_provider.rs GitHub Copilot
  • e58cb3ae on GitHubfix: resolve pre-existing CI failures - madvise on Android, missing files GitHub Copilot
  • 6c8a4bcb on GitHubfix: address code review - Option-typed last_err, document CONNECT_TIMEOUTGitHub 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 window987
Merge commits removed−34
CI / dependency bots removed−0
Considered953

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 →Rust AI coding statisticsCompare evidence across Rust 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 evilsocket/cake

Scan another repository

Try