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memray vs hello-agents

memray and hello-agents share 3 technologies: matplotlib, Rich, and jinja2. Both are written in Python.

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What they share and what sets them apart

bloomberg

memray

Memray is a memory profiler for Python

Python15.4kRead on November 8, 2026, at commit 77d7a70What is memray built with?

Only in memray

In common

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

Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
memray42,417 lines written50 code files
hello-agents226,661 lines written1,212 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.
memray0.2% of its commits signed by AIWith Claude Code and GitHub Copilot
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
memrayLast push November 4, 20261,439 commits15,417 stars
hello-agentsLast push October 13, 2026660 commits86,039 stars
TestsThe files that test the code, and the share of code files a test imports.
memray53 test files56% of its code files have a test that imports them
hello-agents97 test files6.9% of its code files have a test that imports them

Frequently asked questions

Which is bigger, memray or hello-agents?
hello-agents, with 226,661 lines written; memray has 42,417.

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

Which has more GitHub stars, memray or hello-agents?
hello-agents, with 86,039 stars; memray has 15,417.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, memray or hello-agents?
hello-agents, with 97 test files; memray has 53.

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

Which was updated more recently, memray or hello-agents?
memray: its last push was on November 4, 2026, and hello-agents's on October 13, 2026.

The proof: bloomberg/memray's commits on GitHub

Which has more commits signed by AI, memray or hello-agents?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in memray, 0.2%.

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