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.

🚀 Efficient implementations for emerging model architectures

01Result

fla-org/flash-linear-attention ↗

fla-org/flash-linear-attention AI coding statistics: 3.9%

of 356 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.9% agent · top contributor 28.6%11 contributors

org-wide

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

agent commits

342

other considered commits

agent contributors

28.6%

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

14assisted

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

Peak month: 7.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	8	2.2%
Cursor Agent	Anysphere	3	0.8%
Gemini CLI	Google	2	0.6%
GitHub Copilot	GitHub	1	0.3%

03Evidence

Inspect the matches

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

Matched commit samples

f470469e on GitHub[Fix] Restore package imports with precompile caching (#980)Claude Code
6daaedfe on GitHub[Fix] Expose cp_context/disable_recompute in chunk_rwkv7 wrapper (#1004)Claude Code
deb42f0f on GitHub[GDN2] Add Gated DeltaNet 2 (GDN-2) ops, layer, and tests (#920)Claude Code
78254ec5 on GitHub[Perf] Fuse GatedDeltaNet q/k/v short convolutions in the dense no-cache pCursor Agent
189b286f on GitHub[Attn] Add Wall attention (per-channel multiplicative-decay) op, layer, anCursor Agent
abfa403d on GitHub[Fix] Large-offset Pointer Arithmetic in Blackwell GPUs (#911)Cursor Agent
69717c16 on GitHubAdd Mamba3 (#855)Gemini CLI
cf8d1dd3 on GitHub[GDN] Optimize `b_dg` computation in chunk_bwd_kernel_dqkwg (#823)Gemini CLI
c70f11c5 on GitHub[Perf] Add opt-in TileLang RWKV6 intra kernel (#1045)GitHub 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	356
Merge commits removed	−0
CI / dependency bots removed	−0
Considered	356

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 fla-org/flash-linear-attention

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	18
2026-03	7.4%	27
2026-04	5.6%	54
2026-05	7%	43
2026-06	5.7%	53
2026-07	4.3%	47
2026-08	0%	88
2026-09	3.8%	26