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.

A retargetable MLIR-based machine learning compiler and runtime toolkit.

01Result

iree-org/iree ↗

iree-org/iree AI coding statistics: 17.6%

of 1,307 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

17.6% agent · top contributor 28.3%24 contributors

org-wide

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

230

agent commits

1,077

other considered commits

agent contributors

28.3%

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

229assisted

1autonomous

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

Peak month: 42.2%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	227	17.4%
Cursor Agent	Anysphere	2	0.2%
GitHub Copilot	GitHub	1	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

b3e3e26e on GitHub[LinalgExt] Add affine quantization and dequantization ops (#24901)Claude Code
473bc401 on GitHub[ARM64] Add base bf16 mmt4d tiles for cores without the BF16 extension (#2Claude Code
7d9bc82d on GitHub[Vulkan] Fix unaligned fill/update (#24838)Claude Code
473699f5 on GitHub[RVV] Add SpaceMiT IME narrow M0 mmt4d tiles (#24802)Cursor Agent
47a54e69 on GitHub[RVV] Enable SpaceMiT vendor IME (#24706)Cursor Agent
ff77d747 on GitHub[ci] [windows] Route choco installs through cluster-local Nexus mirror (#2GitHub 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 window	1,333
Merge commits removed	−9
CI / dependency bots removed	−17
Considered	1,307

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 →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 iree-org/iree

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	30.6%	170
2026-03	42.2%	268
2026-04	7.7%	324
2026-05	3.8%	340
2026-06	18%	61
2026-07	11.9%	67
2026-08	11.1%	54
2026-09	8.7%	23