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.

FlashInfer: Kernel Library for LLM Serving

01Result

flashinfer-ai/flashinfer ↗

flashinfer-ai/flashinfer AI coding statistics: 24.1%

of 1,190 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
24.1% agent · top contributor 7%98 contributors
org-wide

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

287
agent commits
903
other considered commits
98
agent contributors
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

287assisted
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
2026-010%2
2026-0219.8%86
2026-0317.4%109
2026-0423.7%118
2026-0531.5%124
2026-0619.5%118
2026-0734.6%208
2026-0819.2%229
2026-0923%196

Peak month: 34.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic25821.7%
Gemini CLIGoogle191.6%
Cursor AgentAnysphere121%
GitHub CopilotGitHub30.3%
OpenAI CodexOpenAI10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 2694e1e0 on GitHubfeat(prefill): let backend="auto" reach cuDNN/CUTLASS on Blackwell ragged Claude Code
  • ff8f8b1a on GitHubrefactor(moe): update and refactor the SM90 CuTe-DSL MoE tactics (#5004)Claude Code
  • cd5e09ca on GitHubci(jit-cache): enable provider-only wheel releases (#5096)Claude Code
  • 7f786be9 on GitHubCode review guidance proposal (#3790)Gemini CLI
  • 8a006b9b on GitHubfeat(moe): add B12x backends to unified MoE API and add corresponding testGemini CLI
  • 37ce0366 on GitHubAmeyn/gdn wy perf followup (#3908)Gemini CLI
  • 160a8d53 on GitHubfeat(benchmarks): measure TRTLLM ragged row-check overhead (#4998)Cursor Agent
  • 40d7876a on GitHubchore: remove unused benchmark test (#5046)Cursor Agent
  • e44dae5b on GitHubfeat(moe): add CuTe-DSL GeGLU-tanh and SiTU activations (#4009)Cursor Agent
  • 93affe19 on GitHubTune SM90 FP8 (e4m3) warp-specialized prefill (#3760)GitHub Copilot
  • ed702833 on GitHubfix: skip version check for editable/source installs (0.0.0+unknown) (#306GitHub Copilot
  • 0798a7d1 on GitHubfix: guard MXFP8 fc1 weight shape check for non-gated activations (#3082)GitHub Copilot
  • 15e83b7b on GitHubfeat(comm): add allocation-stable head-chunk Ulysses primitives (#5027)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 window1,190
Merge commits removed−0
CI / dependency bots removed−0
Considered1,190

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 →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 flashinfer-ai/flashinfer

Scan another repository

Try