How much of beads did AI write?
41.4%
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).
LinkedInWho signed the commits
- Claude3,605 commits · 34.7%
- Amp570 commits · 5.5%
- GitHub Copilot63 commits · 0.6%
- Cursor33 commits · 0.3%
- Codex23 commits · 0.2%
- +3 more
beads10,396 commits
- People6,092 commits
Commits per month
Each month's commits up to its last one, with those an AI signed. Merges don't count.
- Signed by AI
- People
The figures, month by month
| Month | Commits | Signed by AI | Share |
|---|---|---|---|
| Nov 2026 | 79 | 75 | 94.9% |
| Oct 2026 | 464 | 442 | 95.3% |
| Sep 2026 | 246 | 156 | 63.4% |
| Aug 2026 | 478 | 188 | 39.3% |
| Jul 2026 | 732 | 324 | 44.3% |
| Jun 2026 | 200 | 105 | 52.5% |
| May 2026 | 452 | 66 | 14.6% |
| Apr 2026 | 422 | 149 | 35.3% |
| Mar 2026 | 926 | 436 | 47.1% |
| Feb 2026 | 1,104 | 473 | 42.8% |
| Jan 2026 | 1,056 | 369 | 34.9% |
| Dec 2025 | 1,582 | 657 | 41.5% |
| Nov 2025 | 1,686 | 483 | 28.6% |
| Oct 2025 | 969 | 376 | 38.8% |
The last commits an AI signed
- 2edea9cfix(telemetry): key the bd.storage.* metrics by db.operation alone (#8223)Claude· Nov 8, 2026
- bc07541docs: re-review the three stale reference docs (doc freshness) (#8221)Claude· Nov 8, 2026
- 3a068dbfix(telemetry): keep the raw command line off the OTel resource (#8222)Claude· Nov 7, 2026
- 6dc95bctest(init): start the InitGuard dolt sql-servers through a retrying helper (#8219)Claude· Nov 7, 2026
- 50110a8chore(beads-mcp): ruff target-version py311 (#8220)Claude· Nov 7, 2026
- 087a4ecfix(doltserver): credit the suite's own HOME under a nested TMPDIR (#8201)Claude· Nov 7, 2026
- 12f387dfix(config): replace config.yaml in one step instead of rewriting it in place (#8199)Claude· Nov 7, 2026
- f386202fix(hooks,doctor): refuse symlinked hooks dirs and confine doctor's destructive database paths (supersedes #8070) (#8077)Claude· Nov 7, 2026
- a780517fix(uow): rediscover proxy endpoints after idle exit (supersedes #7998) (#8072)Claude· Nov 7, 2026
- c7b46adfix(query): decode UTF-8 in the lexer so non-ASCII values match (#7539) (#8084)Claude· Nov 7, 2026
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 →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
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.
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