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hello-agents vs outlines

hello-agents and outlines share 4 technologies: pillow, jinja2, Pydantic, and jsonschema. Both are written in Python.

Read it as markdown

What they share and what sets them apart

datawhalechina

hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python86.5kRead on November 9, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

In common

dottxt-ai

outlines

Structured Outputs

Python16kRead on November 7, 2026, at commit c52af84What is outlines built with?

Only in outlines

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,210 code files
outlines26,890 lines written46 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.
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and Claude Code
outlines0.8% of its commits signed by AIWith Claude Code and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,519 stars
outlinesLast push September 21, 20261,324 commits16,005 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents99 test files6.9% of its code files have a test that imports them
outlines59 test files84.8% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or outlines?
hello-agents, with 226,661 lines written; outlines has 26,890.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which has more GitHub stars, hello-agents or outlines?
hello-agents, with 86,519 stars; outlines has 16,005.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or outlines?
hello-agents, with 99 test files; outlines has 59.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which was updated more recently, hello-agents or outlines?
hello-agents: its last push was on October 13, 2026, and outlines's on September 21, 2026.

The proof: datawhalechina/hello-agents's commits on GitHub

Which has more commits signed by AI, hello-agents or outlines?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in outlines, 0.8%.

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