Pulse
2026-09-18-v3.0
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.

Graph-Native Infrastructure for Context and Accountable AI Systems

01Result

semantica-agi/semantica ↗

semantica-agi/semantica AI coding statistics: 14.5%

of 1,455 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
14.5% agent · top contributor 57.3%19 contributors
team

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

211
agent commits
1,244
other considered commits
19
agent contributors
57.3%
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

210assisted
1autonomous

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

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020.6%172
2026-0360.5%147
2026-0441.4%152
2026-057.1%113
2026-064%177
2026-073.3%153
2026-084.6%350
2026-0911.5%191

Peak month: 60.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic16611.4%
GitHub CopilotGitHub433%
Cursor AgentAnysphere20.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 5544777e on GitHubfeat(semantic_extract): pluggable persistent backend for ExtractionCache (Claude Code
  • e883face on GitHubfix(plugins): repair CP1252 bytes in the decision skillClaude Code
  • b4a0bc40 on GitHubfix(plugins): correct the extraction cache import in extract and validateClaude Code
  • 0b77e5fe on GitHubRefactor for flake8 max line length (88) issueGitHub Copilot
  • 4a221554 on GitHubApply suggested fix to SECURITY.md from Copilot AutofixGitHub Copilot
  • 7e513a12 on GitHubApply suggested fix to SECURITY.md from Copilot AutofixGitHub Copilot
  • f0aa5813 on GitHubfeat(integrations): add LangChain integration — retriever, vectorstor… (#1Cursor Agent
  • c45b4b5d on GitHubfix: use RLock in ResourceScheduler to prevent deadlockCursor Agent

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 window2,067
Merge commits removed−512
CI / dependency bots removed−100
Considered1,455

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 →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python 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 semantica-agi/semantica

Scan another repository

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