Source: https://seerepo.com/r/StarTrail-org/PixelRAG/ai
Markdown source: https://seerepo.com/r/StarTrail-org/PixelRAG/ai.md
Description: AI signed 24.1% of the 133 commits of PixelRAG. Each AI tool with its commits, and the last ones it signed.

# How much of PixelRAG did AI write?

AI signed 24.1% of the 133 commits of PixelRAG. Signed by Claude (32).

Since its first commit, on May 29, 2026.

## Who signed the commits

- Claude: 32 commits (24.1%)
- People: 75.9%

## Commits per month

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

- 2026-06: 57 commits, 10 signed by AI (17.5%)
- 2026-07: 22 commits, 1 signed by AI (4.5%)
- 2026-08: 16 commits, 5 signed by AI (31.3%)
- 2026-09: 9 commits, 5 signed by AI (55.6%)
- 2026-10: 22 commits, 10 signed by AI (45.5%)
- 2026-11: 7 commits, 1 signed by AI (14.3%)

## The last commits an AI signed

- 2026-11-03 · Claude · [3967311](https://github.com/StarTrail-org/PixelRAG/commit/39673112e415fb04284d5dd503e3fb4788da7a8a): build: drop four unused core dependencies (#201)
- 2026-10-27 · Claude · [ffa1ff0](https://github.com/StarTrail-org/PixelRAG/commit/ffa1ff0dca1f08de62aee14fea5418fabb0ca344): fix(docker): make the compose stack start, and the image build off x86_64 (#183)
- 2026-10-21 · Claude · [5f2dca2](https://github.com/StarTrail-org/PixelRAG/commit/5f2dca2e4188a7e1c7c191453a30241ae20d2050): feat: dockerize pixelrag serve engine (#136)
- 2026-10-21 · Claude · [69cddbc](https://github.com/StarTrail-org/PixelRAG/commit/69cddbc9c3c358962327e300fb552ca56544225f): fix(security): resolve chrome sandbox escapes and prompt injections (#138)
- 2026-10-20 · Claude · [6f56a1a](https://github.com/StarTrail-org/PixelRAG/commit/6f56a1afd1959ab17de9e3947de2440e90b27c26): feat(eval): add MiniMax Flash reader support (#181)
- 2026-10-20 · Claude · [10e1a8f](https://github.com/StarTrail-org/PixelRAG/commit/10e1a8f949dbb5d53ec0fd540362feda9118474a): fix(serve): bound the wait for the on-demand render lock (#180)
- 2026-10-14 · Claude · [7fef9d8](https://github.com/StarTrail-org/PixelRAG/commit/7fef9d8e8c3db3fd3ef7c1c3cf7d1ab54d106031): docs: add SECURITY.md for private vulnerabilty reporting (#137)
- 2026-10-14 · Claude · [e346d79](https://github.com/StarTrail-org/PixelRAG/commit/e346d791a36e4fa21be88c10519dc62987f72706): fix(plugin): treat pixelbrowse tiles as untrusted, harden command args (#156)
- 2026-10-08 · Claude · [b4fe763](https://github.com/StarTrail-org/PixelRAG/commit/b4fe76301465eaee3d8ac75e0bec54664e53c072): ci: let the test suite actually run — torch-free deps in the dev extra (#170)
- 2026-10-01 · Claude · [c4a0f53](https://github.com/StarTrail-org/PixelRAG/commit/c4a0f53052306e009a024a2e344ede8aa5eda407): eval: export the LoRA cells as a frozen-retrieval benchmark (#165)

## 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 PixelRAG?

Claude, with 32 of the 133 commits of PixelRAG.

The proof: [its last signed commit, 3967311](https://github.com/StarTrail-org/PixelRAG/commit/39673112e415fb04284d5dd503e3fb4788da7a8a)

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

Since June 2026: the first month an AI tool signed a commit of PixelRAG.

### How many commits does PixelRAG have?

PixelRAG has 133 commits since May 29, 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.