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.

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

01Result

giancarloerra/SocratiCode ↗

giancarloerra/SocratiCode AI coding statistics: 3.7%

of 405 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.7% agent · top contributor 33.3%8 contributors

team

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

agent commits

390

other considered commits

agent contributors

33.3%

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

15assisted

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: 11.1%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	14	3.5%
Devin	Cognition	1	0.2%

03Evidence

Inspect the matches

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

Matched commit samples

29e5323e on GitHubfix(indexing): address the review on the character-cap splitClaude Code
d57ae216 on GitHubfix(indexing): split chunks at the character cap instead of truncatingClaude Code
e7032446 on GitHubfix(context): exclude binary and ignored files from directory artifactsClaude Code
a9f1fbed on GitHubfeat(gdscript): symbol graph — AST symbols, call graph, incremental updateDevin

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	498
Merge commits removed	−93
CI / dependency bots removed	−0
Considered	405

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 →Devin commitsBrowse repositories with detected Devin signatures →TypeScript AI coding statisticsCompare evidence across TypeScript 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 giancarloerra/SocratiCode

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	2
2026-03	0%	32
2026-04	7.8%	51
2026-05	11.1%	45
2026-06	0%	15
2026-07	6.5%	31
2026-08	2.8%	36
2026-09	1.6%	193