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.

Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

01Result

kvcache-ai/Mooncake ↗

kvcache-ai/Mooncake AI coding statistics: 17.6%

of 1,330 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
17.6% agent · top contributor 8.1%63 contributors
org-wide

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

234
agent commits
1,096
other considered commits
63
agent contributors
8.1%
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

234assisted
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
2026-0214.1%78
2026-038.9%112
2026-0416.9%118
2026-0525.2%123
2026-0625.8%209
2026-0716.7%233
2026-0815.7%274
2026-0914.2%183

Peak month: 25.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic13810.4%
Cursor AgentAnysphere423.2%
GitHub CopilotGitHub332.5%
Gemini CLIGoogle251.9%
OpenAI CodexOpenAI40.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6c07cb78 on GitHub[TENT] Export EGM host memory over multi-node NVLink (opt-in) (#3978)Claude Code
  • 715d1cfc on GitHub[Bugfix][TransferEngine] Prevent peer failures from latching RDMA contextsClaude Code
  • 345dc35d on GitHubtest: migrate storage-tier RPC scenarios to the DSL (#3847)Claude Code
  • cd71eeec on GitHub[Bugfix][Store] Properly enable O_DIRECT for OffsetAllocator vector I/O (#Cursor Agent
  • 38da7053 on GitHub[Bugfix][Store] Set ACL context on DummyClient copy RPCs (#3998)Cursor Agent
  • db752df1 on GitHub[TransferEngine] Enrich Ascend init and register-mem error logs with conteCursor Agent
  • bb69438e on GitHub[Doc] Backport vLLM-style notes for large changes (#4032)GitHub Copilot
  • 0a09c221 on GitHubdocs: update README AgentX news (#4011)GitHub Copilot
  • e389a850 on GitHub[Bugfix][TransferEngine] Export the requested range for dma-buf registratiGitHub Copilot
  • 7192ff4f on GitHub[TE] Add host control fallback for IBGDA QP setup (#2867)Gemini CLI
  • df84a553 on GitHub[wip] docs: add vLLM V1 MooncakeStore KV cache sharing benchmark (#2773)Gemini CLI
  • 0d7f0a02 on GitHub[Bench] Enable replay speedup and multi-threading in SSD Benchmarking (#27Gemini CLI
  • 6bfdb18f on GitHub[Bugfix][TENT] Preserve ownership after failed memory free (#3582)OpenAI Codex
  • f5433782 on GitHubperf(store): batch io_uring bucket reads (#3488)OpenAI Codex
  • f4e1de1c on GitHubfix(store): reject cross-shard standby duplicates (#3527)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 window1,340
Merge commits removed−2
CI / dependency bots removed−8
Considered1,330

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 kvcache-ai/Mooncake

Scan another repository

Try