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semantica vs dvc

semantica and dvc share 4 technologies: Celery, kombu, Rich, and psutil. Both are written in Python.

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What they share and what sets them apart

semantica-agi

semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

Python14.5kRead on November 9, 2026, at commit 39cf721What is semantica built with?

Only in semantica

In common

treeverse

dvc

🦉 Data Versioning and ML Experiments

Python16kRead on November 7, 2026, at commit b59add9What is dvc built with?

Only in dvc

  • pydot

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
semantica467,678 lines written536 code files
dvc88,799 lines written264 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
semantica10.1% of its commits signed by AIWith Claude Code, GitHub Copilot, Codex, and Cursor
dvc0% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
semanticaLast push November 8, 20262,499 commits14,477 stars
dvcLast push November 6, 20268,296 commits15,967 stars
TestsThe files that test the code, and the share of code files a test imports.
semantica556 test files72.6% of its code files have a test that imports them
dvc278 test files60.2% of its code files have a test that imports them

Frequently asked questions

Which is bigger, semantica or dvc?
semantica, with 467,678 lines written; dvc has 88,799.

The proof: semantica-agi/semantica's code at commit 39cf721

Which has more GitHub stars, semantica or dvc?
dvc, with 15,967 stars; semantica has 14,477.

The proof: treeverse/dvc on GitHub

Which has more tests, semantica or dvc?
semantica, with 556 test files; dvc has 278.

The proof: semantica-agi/semantica's code at commit 39cf721

Which was updated more recently, semantica or dvc?
semantica: its last push was on November 8, 2026, and dvc's on November 6, 2026.

The proof: semantica-agi/semantica's commits on GitHub

Which has more commits signed by AI, semantica or dvc?
semantica: an AI signed 10.1% of its commits, with Claude Code, GitHub Copilot, Codex, and Cursor.

The proof: the commits each tool signed in semantica-agi/semantica

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