Source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/ZhuLinsen/daily_stock_analysis
Markdown source: https://seerepo.com/compare/datawhalechina/hello-agents/vs/ZhuLinsen/daily_stock_analysis.md
Description: hello-agents and daily_stock_analysis share 4 technologies: Vite, React, FastAPI, and OpenAI. Both are written in Python.

# hello-agents vs daily_stock_analysis

hello-agents and daily_stock_analysis share 4 technologies: Vite, React, FastAPI, and OpenAI. Both are written in Python.

- [datawhalechina/hello-agents](https://seerepo.com/r/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
- [ZhuLinsen/daily_stock_analysis](https://seerepo.com/r/ZhuLinsen/daily_stock_analysis): LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。  LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

## What they share and what sets them apart

- In common: Vite, React, FastAPI, OpenAI
- Only in hello-agents: Vue, Postgres, Redis
- Only in daily_stock_analysis: None

## Side by side

| | hello-agents | daily_stock_analysis |
|---|---|---|
| Size | 226,666 lines written, 1,268 code files | 458,270 lines written, 531 code files |
| Who writes it | 2.4% of its commits signed by AI. With Codex, Cursor, and Claude Code | 2.6% of its commits signed by AI. With GitHub Copilot, Claude Code, and Cursor |
| Activity | Last push October 13, 2026, 660 commits, 85,283 stars | Last push October 25, 2026, 996 commits, 67,271 stars |
| Tests | 97 test files. 6.6% of its code files have a test that imports them | 422 test files. 72.9% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, hello-agents or daily_stock_analysis?

daily_stock_analysis, with 458,270 lines written in 531 code files; hello-agents has 226,666 in 1,268.

The proof: [ZhuLinsen/daily_stock_analysis's code at commit 4e62264](https://github.com/ZhuLinsen/daily_stock_analysis/tree/4e6226430b76124e5f43b19201fc6338a62f5e1d)

### Which has more GitHub stars, hello-agents or daily_stock_analysis?

hello-agents, with 85,283 stars; daily_stock_analysis has 67,271.

The proof: [datawhalechina/hello-agents on GitHub](https://github.com/datawhalechina/hello-agents)

### Which has more tests, hello-agents or daily_stock_analysis?

daily_stock_analysis, with 422 test files; hello-agents has 97.

The proof: [ZhuLinsen/daily_stock_analysis's code at commit 4e62264](https://github.com/ZhuLinsen/daily_stock_analysis/tree/4e6226430b76124e5f43b19201fc6338a62f5e1d)

### Which was updated more recently, hello-agents or daily_stock_analysis?

daily_stock_analysis: its last push was on October 25, 2026, and hello-agents's on October 13, 2026.

The proof: [ZhuLinsen/daily_stock_analysis's commits on GitHub](https://github.com/ZhuLinsen/daily_stock_analysis/commits)

### Which has more commits signed by AI, hello-agents or daily_stock_analysis?

daily_stock_analysis: an AI signed 2.6% of its commits, with GitHub Copilot, Claude Code, and Cursor; in hello-agents, 2.4%.

The proof: [the commits each tool signed in ZhuLinsen/daily_stock_analysis](https://seerepo.com/r/ZhuLinsen/daily_stock_analysis/ai)

## Sources

- datawhalechina/hello-agents: Read on October 29, 2026, at commit 36f583c (https://github.com/datawhalechina/hello-agents/tree/36f583c233ea5cee4537ef93455702b55053af18)
- ZhuLinsen/daily_stock_analysis: Read on October 30, 2026, at commit 4e62264 (https://github.com/ZhuLinsen/daily_stock_analysis/tree/4e6226430b76124e5f43b19201fc6338a62f5e1d)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.