Source: https://seerepo.com/r/OpenPipe/ART/ai
Markdown source: https://seerepo.com/r/OpenPipe/ART/ai.md
Description: AI signed 6.6% of the 1,465 commits of ART. Each AI tool with its commits, and the last ones it signed.

# How much of ART did AI write?

AI signed 6.6% of the 1,465 commits of ART. Signed by Claude (79), Cursor (11), Codex (3), and Amp (3).

Since its first commit, on March 10, 2025.

## Who signed the commits

- Claude: 79 commits (5.4%)
- Cursor: 11 commits (0.8%)
- Codex: 3 commits (0.2%)
- Amp: 3 commits (0.2%)
- People: 93.4%

## Commits per month

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

- 2025-03: 156 commits, 0 signed by AI (0%)
- 2025-04: 200 commits, 0 signed by AI (0%)
- 2025-05: 73 commits, 1 signed by AI (1.4%)
- 2025-06: 85 commits, 6 signed by AI (7.1%)
- 2025-07: 177 commits, 20 signed by AI (11.3%)
- 2025-08: 148 commits, 3 signed by AI (2%)
- 2025-09: 36 commits, 0 signed by AI (0%)
- 2025-10: 28 commits, 5 signed by AI (17.9%)
- 2025-11: 17 commits, 0 signed by AI (0%)
- 2025-12: 17 commits, 0 signed by AI (0%)
- 2026-01: 59 commits, 2 signed by AI (3.4%)
- 2026-02: 37 commits, 8 signed by AI (21.6%)
- 2026-03: 42 commits, 6 signed by AI (14.3%)
- 2026-04: 20 commits, 2 signed by AI (10%)
- 2026-05: 17 commits, 2 signed by AI (11.8%)
- 2026-06: 57 commits, 0 signed by AI (0%)
- 2026-07: 35 commits, 0 signed by AI (0%)
- 2026-08: 29 commits, 0 signed by AI (0%)
- 2026-09: 145 commits, 22 signed by AI (15.2%)
- 2026-10: 70 commits, 10 signed by AI (14.3%)
- 2026-11: 17 commits, 9 signed by AI (52.9%)

## The last commits an AI signed

- 2026-11-07 · Claude · [023fbb2](https://github.com/OpenPipe/ART/commit/023fbb2007fea23575907a07bc0d7b0b44c30937): fix(megatron): route compiled FLASH backward away from the broken head_dim 64 variant (#1180)
- 2026-11-07 · Claude · [1d0a3a0](https://github.com/OpenPipe/ART/commit/1d0a3a03df695f6f29310bbe135f86b490cb8ea8): fix(megatron): keep eager FLASH fallback LSE in natural-log units (#1176)
- 2026-11-07 · Claude · [863f9f3](https://github.com/OpenPipe/ART/commit/863f9f33fab167571c9227242816504d6a51c11e): ci: pin FastAPI below 0.145 for the SkyPilot image smoke (#1177)
- 2026-11-07 · Claude · [fb3ef87](https://github.com/OpenPipe/ART/commit/fb3ef878fbeb251fedc88eee319e5238e4640202): fix(megatron): keep GDN empty CP shards differentiable through recompute (#1170)
- 2026-11-07 · Claude · [a31556b](https://github.com/OpenPipe/ART/commit/a31556bb47227f802a6faaad9d7bc6ea7d160479): ci: run the MoE caller tests in the Megatron step (#1172)
- 2026-11-06 · Claude · [ee91943](https://github.com/OpenPipe/ART/commit/ee91943cd804c7a27bf5fe7fff940eb467f9cec1): fix(trainer_rank): learn context-parallel MoE memory from complete caller peaks (#1168)
- 2026-11-06 · Claude · [9b800da](https://github.com/OpenPipe/ART/commit/9b800daf32d746d4622acfe9b11a19f67453b852): fix(trainer_rank): learn single-root MoE memory from complete caller peaks (#1165)
- 2026-11-06 · Claude · [b5942b6](https://github.com/OpenPipe/ART/commit/b5942b6100c7fb068f307f0e27fc7c3a939a45ad): fix: preserve column LoRA input gradients (#1167)
- 2026-11-05 · Claude · [057f1ba](https://github.com/OpenPipe/ART/commit/057f1ba76be7e07c58217053e433a92ef63a20e8): fix: isolate TrainerRank replicas during admission and gradient sums (#1163)
- 2026-10-22 · Claude · [5f0c1fb](https://github.com/OpenPipe/ART/commit/5f0c1fbfd1a25bda9b106d50be8a903df34ab466): feat: support opt-in multi-adapter MoE LoRA waves (#1139)

## 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 ART?

Claude, with 79 of the 1,465 commits of ART.

The proof: [its last signed commit, 023fbb2](https://github.com/OpenPipe/ART/commit/023fbb2007fea23575907a07bc0d7b0b44c30937)

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

Since May 2025: the first month an AI tool signed a commit of ART.

### How many commits does ART have?

ART has 1,465 commits since March 10, 2025. 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.