Source: https://seerepo.com/r/gastownhall/beads/ai
Markdown source: https://seerepo.com/r/gastownhall/beads/ai.md
Description: AI signed 41.4% of the 10,396 commits of beads. Each AI tool with its commits, and the last ones it signed.

# How much of beads did AI write?

AI signed 41.4% of the 10,396 commits of beads. Signed by Claude (3,605), Amp (570), GitHub Copilot (63), Cursor (33), Codex (23), Factory (15), Devin (1), and Kilo Code (1).

Since its first commit, on October 12, 2025.

## Who signed the commits

- Claude: 3,605 commits (34.7%)
- Amp: 570 commits (5.5%)
- GitHub Copilot: 63 commits (0.6%)
- Cursor: 33 commits (0.3%)
- Codex: 23 commits (0.2%)
- Factory: 15 commits (0.1%)
- Devin: 1 commit (0%)
- Kilo Code: 1 commit (0%)
- People: 58.6%

## Commits per month

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

- 2025-10: 969 commits, 376 signed by AI (38.8%)
- 2025-11: 1,686 commits, 483 signed by AI (28.6%)
- 2025-12: 1,582 commits, 657 signed by AI (41.5%)
- 2026-01: 1,056 commits, 369 signed by AI (34.9%)
- 2026-02: 1,104 commits, 473 signed by AI (42.8%)
- 2026-03: 926 commits, 436 signed by AI (47.1%)
- 2026-04: 422 commits, 149 signed by AI (35.3%)
- 2026-05: 452 commits, 66 signed by AI (14.6%)
- 2026-06: 200 commits, 105 signed by AI (52.5%)
- 2026-07: 732 commits, 324 signed by AI (44.3%)
- 2026-08: 478 commits, 188 signed by AI (39.3%)
- 2026-09: 246 commits, 156 signed by AI (63.4%)
- 2026-10: 464 commits, 442 signed by AI (95.3%)
- 2026-11: 79 commits, 75 signed by AI (94.9%)

## The last commits an AI signed

- 2026-11-08 · Claude · [2edea9c](https://github.com/gastownhall/beads/commit/2edea9ced8c6f6124b6c157896ae53a0e09ff7be): fix(telemetry): key the bd.storage.* metrics by db.operation alone (#8223)
- 2026-11-08 · Claude · [bc07541](https://github.com/gastownhall/beads/commit/bc07541c6e49222f2cf825eb4fe70c31ce5c44b4): docs: re-review the three stale reference docs (doc freshness) (#8221)
- 2026-11-07 · Claude · [3a068db](https://github.com/gastownhall/beads/commit/3a068dbef8e2daf45868424316f4ca4207cc6749): fix(telemetry): keep the raw command line off the OTel resource (#8222)
- 2026-11-07 · Claude · [6dc95bc](https://github.com/gastownhall/beads/commit/6dc95bc7d1335771e763c29d60934d58bc920c78): test(init): start the InitGuard dolt sql-servers through a retrying helper (#8219)
- 2026-11-07 · Claude · [50110a8](https://github.com/gastownhall/beads/commit/50110a82f60f28f87c658fff00207f35c5b1554b): chore(beads-mcp): ruff target-version py311 (#8220)
- 2026-11-07 · Claude · [087a4ec](https://github.com/gastownhall/beads/commit/087a4ec58869547d0ac361310054d7e7b9dc4095): fix(doltserver): credit the suite's own HOME under a nested TMPDIR (#8201)
- 2026-11-07 · Claude · [12f387d](https://github.com/gastownhall/beads/commit/12f387d20f514442298eeffa7dcfedae0ad32f65): fix(config): replace config.yaml in one step instead of rewriting it in place (#8199)
- 2026-11-07 · Claude · [f386202](https://github.com/gastownhall/beads/commit/f386202a19397ab2115ab863003a0969b055c0fb): fix(hooks,doctor): refuse symlinked hooks dirs and confine doctor's destructive database paths (supersedes #8070) (#8077)
- 2026-11-07 · Claude · [a780517](https://github.com/gastownhall/beads/commit/a7805174c0c80acc5e1bcf604d4682558cb63897): fix(uow): rediscover proxy endpoints after idle exit (supersedes #7998) (#8072)
- 2026-11-07 · Claude · [c7b46ad](https://github.com/gastownhall/beads/commit/c7b46ad094961d3727f97bc81c284781e6ba825f): fix(query): decode UTF-8 in the lexer so non-ASCII values match (#7539) (#8084)

## 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 beads?

Claude, with 3,605 of the 10,396 commits of beads.

The proof: [its last signed commit, 2edea9c](https://github.com/gastownhall/beads/commit/2edea9ced8c6f6124b6c157896ae53a0e09ff7be)

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

Since October 2025: the first month an AI tool signed a commit of beads.

### How many commits does beads have?

beads has 10,396 commits since October 12, 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.