Source: https://seerepo.com/r/NandhaKishorM/laya/ai
Markdown source: https://seerepo.com/r/NandhaKishorM/laya/ai.md
Description: AI signed 13.2% of the 1,995 commits of laya. Each AI tool with its commits, and the last ones it signed.

# How much of laya did AI write?

AI signed 13.2% of the 1,995 commits of laya. Signed by Claude (238), Codex (13), Cursor (10), and GitHub Copilot (2).

Since its first commit, on September 18, 2026.

## Who signed the commits

- Claude: 238 commits (11.9%)
- Codex: 13 commits (0.7%)
- Cursor: 10 commits (0.5%)
- GitHub Copilot: 2 commits (0.1%)
- People: 86.8%

## Commits per month

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

- 2026-09: 738 commits, 106 signed by AI (14.4%)
- 2026-10: 1,199 commits, 125 signed by AI (10.4%)
- 2026-11: 58 commits, 32 signed by AI (55.2%)

## The last commits an AI signed

- 2026-11-06 · Claude · [4444f2f](https://github.com/NandhaKishorM/laya/commit/4444f2f56acdd31a633d594e9f3227f853241d9e): release: 0.4.27
- 2026-11-06 · Claude · [488b2e4](https://github.com/NandhaKishorM/laya/commit/488b2e4840f46d9fa5824ae949026716b186709e): tests: move the _decode_answers citation one line down, after #1458's import
- 2026-11-06 · Claude · [2478f57](https://github.com/NandhaKishorM/laya/commit/2478f57056750aed7f696ac427979962c157bd78): security.yml: the ffmpeg argv calls in laya/video.py are the one sanctioned shell-out
- 2026-11-05 · Codex · [0611741](https://github.com/NandhaKishorM/laya/commit/06117411b00f73d9e23f2ca32804c5a2e6880ead): docs(benchmarks): report unchanged upstream CPU benchmarks
- 2026-11-05 · Codex · [b4e7c9a](https://github.com/NandhaKishorM/laya/commit/b4e7c9a434671e6b08daadf30c572270d015cd48): test(cpu): validate rebase onto current upstream main
- 2026-11-05 · Codex · [ad44df6](https://github.com/NandhaKishorM/laya/commit/ad44df6292fa7199d41f1496f6f12dab06bcc784): test(cpu): record combined checkpoint latency and compatibility evidence
- 2026-11-05 · Codex · [41e2c3a](https://github.com/NandhaKishorM/laya/commit/41e2c3a84725575167be9d44372f3be0b6bfe492): perf(common): combine exact CPU windows and packed decision heads
- 2026-11-05 · Codex · [2b5e7bf](https://github.com/NandhaKishorM/laya/commit/2b5e7bfdc67bb0fcdd7a1843f599c8588b52776c): test(cpu): add Linux timing and compatibility evidence
- 2026-11-05 · Codex · [3c612aa](https://github.com/NandhaKishorM/laya/commit/3c612aa027923348a6177889676eb01dd73d3a35): test(cpu): record Mac checkpoint parity and latency evidence
- 2026-11-05 · Codex · [511a041](https://github.com/NandhaKishorM/laya/commit/511a041c61ff55640d97d4649c15855bec2ff830): perf(common): select consumed final-head outputs during CPU inference

## 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 laya?

Claude, with 238 of the 1,995 commits of laya.

The proof: [its last signed commit, 4444f2f](https://github.com/NandhaKishorM/laya/commit/4444f2f56acdd31a633d594e9f3227f853241d9e)

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

Since September 2026: the first month an AI tool signed a commit of laya.

### How many commits does laya have?

laya has 1,995 commits since September 18, 2026. 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.