Source: https://seerepo.com/r/AlexsJones/llmfit/ai
Markdown source: https://seerepo.com/r/AlexsJones/llmfit/ai.md
Description: AI signed 19.8% of the 1,060 commits of llmfit. Each AI tool with its commits, and the last ones it signed.

# How much of llmfit did AI write?

AI signed 19.8% of the 1,060 commits of llmfit. Signed by Claude (195), GitHub Copilot (10), Devin (2), Cursor (2), and Codex (1).

Since its first commit, on February 15, 2026.

## Who signed the commits

- Claude: 195 commits (18.4%)
- GitHub Copilot: 10 commits (0.9%)
- Devin: 2 commits (0.2%)
- Cursor: 2 commits (0.2%)
- Codex: 1 commit (0.1%)
- People: 80.2%

## Commits per month

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

- 2026-02: 163 commits, 10 signed by AI (6.1%)
- 2026-03: 181 commits, 29 signed by AI (16%)
- 2026-04: 125 commits, 47 signed by AI (37.6%)
- 2026-05: 56 commits, 16 signed by AI (28.6%)
- 2026-06: 74 commits, 19 signed by AI (25.7%)
- 2026-07: 164 commits, 71 signed by AI (43.3%)
- 2026-08: 120 commits, 3 signed by AI (2.5%)
- 2026-09: 74 commits, 5 signed by AI (6.8%)
- 2026-10: 103 commits, 10 signed by AI (9.7%)

## The last commits an AI signed

- 2026-10-30 · Devin · [89fa410](https://github.com/AlexsJones/llmfit/commit/89fa41085ac424ed49679afcca3cabeb490f4b61): ci(release): hold unsigned Windows assets and make signing explicit (#1208)
- 2026-10-28 · Claude · [3992f97](https://github.com/AlexsJones/llmfit/commit/3992f976d4950060496cb66f620f1afd82d8b487): test(plan): pin DDR bandwidth in MoE-offload speed test (#1197)
- 2026-10-28 · Claude · [f2f07d4](https://github.com/AlexsJones/llmfit/commit/f2f07d46c4ce867ff86bdafbd91442873e3d9c8d): fix(build): give the Windows binary an 8 MB main-thread stack (#1198)
- 2026-10-15 · Claude · [ccc1390](https://github.com/AlexsJones/llmfit/commit/ccc1390757b23398b3e81964debeef75e41a2be4): feat(bench): discover and benchmark models loaded in LM Studio (#1129)
- 2026-10-15 · Claude · [363b683](https://github.com/AlexsJones/llmfit/commit/363b683f73b6abf2ed496810460ba54ffd31eaf2): feat(web): catch the dashboard up with estimate confidence, concurrency, storage and TUI filters (#1094)
- 2026-10-15 · Claude · [5251426](https://github.com/AlexsJones/llmfit/commit/5251426fb0ba3a8ac05bc73c3f75bbe1dc30b8bb): Feat/974 tui confidence prefill (#1003)
- 2026-10-15 · Claude · [2cc11f7](https://github.com/AlexsJones/llmfit/commit/2cc11f7a5bfd2f7c67cb9457b0be52d6355f2b72): fix(providers): detect llama.cpp installed as single llama binary (#1136)
- 2026-10-09 · Devin · [781e76a](https://github.com/AlexsJones/llmfit/commit/781e76a5d0f6ffe10476347fa06a6d83ecc414da): fix(fit): gate pre-quantized FP4 repos on the GPU's kernel support, not the catalog quant (#1127)
- 2026-10-09 · Claude · [3e53c5c](https://github.com/AlexsJones/llmfit/commit/3e53c5ca851bbc8082bd7bb8fe87b9d1ca4680aa): fix(models): stop sanitization hiding sub-260M and decimal-size models (#1104)
- 2026-10-04 · Claude · [f433cf6](https://github.com/AlexsJones/llmfit/commit/f433cf6737e8ffd34f23201f3a8d39d90e09e158): fix(models): prefer name-declared size when scraped params are implausible (#925)

## 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 llmfit?

Claude, with 195 of the 1,060 commits of llmfit.

The proof: [its last signed commit, 3992f97](https://github.com/AlexsJones/llmfit/commit/3992f976d4950060496cb66f620f1afd82d8b487)

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

Since February 2026: the first month an AI tool signed a commit of llmfit.

### How many commits does llmfit have?

llmfit has 1,060 commits since February 15, 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.