Source: https://seerepo.com/r/run-llama/liteparse/ai
Markdown source: https://seerepo.com/r/run-llama/liteparse/ai.md
Description: AI signed 9.2% of the 927 commits of liteparse. Each AI tool with its commits, and the last ones it signed.

# How much of liteparse did AI write?

AI signed 9.2% of the 927 commits of liteparse. Signed by Claude (56), Codex (20), Devin (10), and GitHub Copilot (1).

Since its first commit, on February 9, 2026.

## Who signed the commits

- Claude: 56 commits (6%)
- Codex: 20 commits (2.2%)
- Devin: 10 commits (1.1%)
- GitHub Copilot: 1 commit (0.1%)
- People: 90.8%

## Commits per month

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

- 2026-02: 74 commits, 0 signed by AI (0%)
- 2026-03: 136 commits, 5 signed by AI (3.7%)
- 2026-04: 55 commits, 0 signed by AI (0%)
- 2026-05: 206 commits, 1 signed by AI (0.5%)
- 2026-06: 127 commits, 2 signed by AI (1.6%)
- 2026-07: 73 commits, 17 signed by AI (23.3%)
- 2026-08: 129 commits, 18 signed by AI (14%)
- 2026-09: 55 commits, 9 signed by AI (16.4%)
- 2026-10: 53 commits, 24 signed by AI (45.3%)
- 2026-11: 19 commits, 9 signed by AI (47.4%)

## The last commits an AI signed

- 2026-11-09 · Claude · [684525c](https://github.com/run-llama/liteparse/commit/684525c95af1276699fd94b2a1f496e517c8fbe8): OCR rasters: blank the native text the merge keeps, so OCR reads only what the text layer doesn't cover
- 2026-11-09 · Claude · [311b12a](https://github.com/run-llama/liteparse/commit/311b12aecfe86c2a767647ee72ff427cc95bd856): Image inputs: PNG passthrough into the temporary PDF (FlateDecode + PNG predictors), stored zlib for decoded rasters
- 2026-11-07 · Claude · [d269998](https://github.com/run-llama/liteparse/commit/d2699983bc71f6c5ce61e5a61a7b5beff0355201): Merged items are bold / italic only when every styled piece is (a bold run-in lead no longer makes its line a heading)
- 2026-11-07 · Claude · [d55372b](https://github.com/run-llama/liteparse/commit/d55372b16ae027934cad29cdab3f8c491a511a34): Markdown formatting without structural changes: style pieces on merged items; script runs keep their host's band
- 2026-11-06 · Claude · [55b50d8](https://github.com/run-llama/liteparse/commit/55b50d88cb0bead98d0174a72cdc103cc54b8038): Keep plain text and JSON output as on main: emphasis and super/subscript splitting only for markdown and layout blocks
- 2026-11-06 · Claude · [e9e7c03](https://github.com/run-llama/liteparse/commit/e9e7c030003cba1117828ee41d41f9e28aafede1): Layout and markdown: cut above column-spanning lines, keep prose columns apart, rotated page text, figure-split paragraphs, emphasis and super/subscript, stacked tables
- 2026-11-06 · Claude · [70f17f0](https://github.com/run-llama/liteparse/commit/70f17f0d1666993236fb1f2f664eaa8d1133bada): Text extraction: re-OCR fonts with a few misread glyphs; Arabic lam-alef and mark order; trust sparse raster-free text layers
- 2026-11-06 · Claude · [15d5a57](https://github.com/run-llama/liteparse/commit/15d5a574cdebb7fe3c4821c611d32780576fc9ba): ci: run binding CI on root Cargo.toml/Cargo.lock changes
- 2026-11-03 · Claude · [b5e132a](https://github.com/run-llama/liteparse/commit/b5e132a30bcf8f0ae34ace7c3851d0d13024432e): fix(ocr): stop dropping figure OCR text as "chart-like" (#538)
- 2026-10-26 · Claude · [d3d58b4](https://github.com/run-llama/liteparse/commit/d3d58b48af295150961605cdd983f0d7eeefa01a): Resolve open Dependabot alerts by restoring patched lockfiles

## 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 liteparse?

Claude, with 56 of the 927 commits of liteparse.

The proof: [its last signed commit, 684525c](https://github.com/run-llama/liteparse/commit/684525c95af1276699fd94b2a1f496e517c8fbe8)

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

Since March 2026: the first month an AI tool signed a commit of liteparse.

### How many commits does liteparse have?

liteparse has 927 commits since February 9, 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.