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.

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

01Result

tile-ai/tilelang ↗

tile-ai/tilelang AI coding statistics: 8%

of 748 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8% agent · top contributor 26.7%25 contributors
org-wide

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

60
agent commits
688
other considered commits
25
agent contributors
26.7%
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

60assisted
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
2026-023.8%79
2026-0317.7%62
2026-0422%82
2026-057.1%112
2026-065%80
2026-073.2%156
2026-087%129
2026-094.2%48

Peak month: 22%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic567.5%
GitHub CopilotGitHub20.3%
Cursor AgentAnysphere10.1%
OpenAI CodexOpenAI10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 75254993 on GitHub[CUDA][Cache] Publish immutable binary cache directories (#3177)Claude Code
  • a0a13190 on GitHub[Refactor] Restore LoopUnswitching test altered by #3121 (#3124)Claude Code
  • 2169b925 on GitHub[BugFix] Always vectorize `T.Parallel` loops (#3121)Claude Code
  • a9b8d53b on GitHubAdd `annotations` parameter to `alloc_buffer` in `tilelang/language/ast/irGitHub Copilot
  • f8b4d9e6 on GitHub[Bugfix] Fix threadIdx variable lookup by thread_tag instead of position iGitHub Copilot
  • a2b992e7 on GitHub[Tool] Add official compile-only CLI (#3045)Cursor Agent
  • 3cca0174 on GitHub[BugFix][Examples] Use tirx in CDNA4 MXFP4 example (#2310)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 window769
Merge commits removed−0
CI / dependency bots removed−21
Considered748

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 →Python AI coding statisticsCompare evidence across Python 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 tile-ai/tilelang

Scan another repository

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