Source: https://seerepo.com/r/kvcache-ai/ktransformers/ai
Markdown source: https://seerepo.com/r/kvcache-ai/ktransformers/ai.md
Description: AI signed 2.2% of the 939 commits of ktransformers. Each AI tool with its commits, and the last ones it signed.

# How much of ktransformers did AI write?

AI signed 2.2% of the 939 commits of ktransformers. Signed by Claude (11), Gemini (8), Cursor (1), and GitHub Copilot (1).

Since its first commit, on July 27, 2024.

## Who signed the commits

- Claude: 11 commits (1.2%)
- Gemini: 8 commits (0.9%)
- Cursor: 1 commit (0.1%)
- GitHub Copilot: 1 commit (0.1%)
- People: 97.8%

## Commits per month

Each month's commits up to its last one, with those an AI signed. Merges don't count.

- 2024-11: 8 commits, 0 signed by AI (0%)
- 2024-12: 0 commits, 0 signed by AI
- 2025-01: 2 commits, 0 signed by AI (0%)
- 2025-02: 186 commits, 0 signed by AI (0%)
- 2025-03: 91 commits, 0 signed by AI (0%)
- 2025-04: 114 commits, 0 signed by AI (0%)
- 2025-05: 33 commits, 0 signed by AI (0%)
- 2025-06: 13 commits, 0 signed by AI (0%)
- 2025-07: 25 commits, 0 signed by AI (0%)
- 2025-08: 0 commits, 0 signed by AI
- 2025-09: 63 commits, 0 signed by AI (0%)
- 2025-10: 36 commits, 3 signed by AI (8.3%)
- 2025-11: 72 commits, 0 signed by AI (0%)
- 2025-12: 63 commits, 4 signed by AI (6.3%)
- 2026-01: 23 commits, 0 signed by AI (0%)
- 2026-02: 16 commits, 3 signed by AI (18.8%)
- 2026-03: 11 commits, 3 signed by AI (27.3%)
- 2026-04: 27 commits, 1 signed by AI (3.7%)
- 2026-05: 19 commits, 2 signed by AI (10.5%)
- 2026-06: 18 commits, 2 signed by AI (11.1%)
- 2026-07: 10 commits, 0 signed by AI (0%)
- 2026-08: 18 commits, 0 signed by AI (0%)
- 2026-09: 25 commits, 1 signed by AI (4%)
- 2026-10: 13 commits, 2 signed by AI (15.4%)

## The last commits an AI signed

- 2026-10-28 · Claude · [3134824](https://github.com/kvcache-ai/ktransformers/commit/3134824765ccd0818d90337afbfc8ebc7015831c): [perf](kt-kernel): AVX2 MXFP4 decodes each weight group once for the last 2-3 rows of an expert (#2253)
- 2026-10-10 · Claude · [cde34b7](https://github.com/kvcache-ai/ktransformers/commit/cde34b75f32b4bf14e727f7167d3dbfa159206b1): [perf](kt-kernel): set up the llamafile forward_many buffers only for the experts in use (#2233)
- 2026-09-30 · Claude · [a5d7ad9](https://github.com/kvcache-ai/ktransformers/commit/a5d7ad90479c9e8bdee491c16bfd563fa9d70262): feat(sft) Deepseek v4 flash LoRA (#2216)

## How we know

Every AI coding tool leaves its signature in the commits it makes: a Co-Authored-By line, its own author name, or the merge of its branch. SeeRepo reads those signatures in the repo's history; a commit without one counts as made by people, and merges don't count.

Every AI tool SeeRepo recognizes: https://seerepo.com/agents

## Frequently asked questions

### Which AI tool signed the most commits in ktransformers?

Claude, with 11 of the 939 commits of ktransformers.

The proof: [its last signed commit, 3134824](https://github.com/kvcache-ai/ktransformers/commit/3134824765ccd0818d90337afbfc8ebc7015831c)

### Since when does AI sign commits in ktransformers?

Since October 2025: the first month an AI tool signed a commit of ktransformers.

### How many commits does ktransformers have?

ktransformers has 939 commits since July 27, 2024. Merges don’t count.

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.