Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

HelixDB is an OLTP graph database with native vector and full-text search built in Rust on Object Storage.

01Result

HelixDB/helix-db ↗

HelixDB/helix-db AI coding statistics: 1.3%

of 691 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

1.3% agent · top contributor 44.4%4 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

682

other considered commits

agent contributors

44.4%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

9assisted

0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 5.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Cursor Agent	Anysphere	5	0.7%
Claude Code	Anthropic	4	0.6%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

62824f74 on GitHubfix(cli): handle EOF and invalid email input in metrics fullCursor Agent
243c099f on GitHubfix(db): let GroupKey own the grouped valueCursor Agent
1e299d77 on GitHubfix: use CanonicalNumber for planner proofs and GROUP BYCursor Agent
9c20372d on GitHubCI: generate TS parity fixtures before Python SDK testsClaude Code
4a687bea on GitHubTrack TypeScript SDK unit tests so CI can run themClaude Code
353f7ca7 on GitHubfix(test): update mixed-type ordering test to match Ord contract fixClaude Code

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	854
Merge commits removed	−158
CI / dependency bots removed	−5
Considered	691

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Rust AI coding statisticsCompare evidence across Rust repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli HelixDB/helix-db

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	4.9%	41
2026-03	0%	27
2026-04	0%	2
2026-05	0%	36
2026-06	5.4%	37
2026-07	0%	4
2026-08	0.8%	390
2026-09	1.3%	154