Restructure site into dedicated landing pages

Author: xxg1413

.gitignore

@@ -43,4 +43,11 @@ pids
 # Temporary files
 tmp/
 temp/
-.tmp/ 
+.tmp/
+
+# Python
+__pycache__/
+*.pyc
+
+# Generated reports
+reports/

Gemfile

@@ -0,0 +1,3 @@
+source "https://rubygems.org"
+
+gem "github-pages", group: :jekyll_plugins

README.md

@@ -1,183 +1,24 @@
-# 🐍 FlyPython - LLM Agent & AI Development Hub
+# FlyPython
 
 [python.flypython.com](https://python.flypython.com)
 
-## 🤖 LLM Agent Python - Core Focus
+FlyPython is a bilingual Jekyll site focused on Python-based AI agent development and durable engineering learning resources.
 
-### 🚀 Leading LLM Agent Frameworks
+## Site Structure
 
-#### **OpenAI Agents SDK**
-- [OpenAI Agents Python Documentation](https://openai.github.io/openai-agents-python/) - Official OpenAI Agents SDK for building AI agents
-- [OpenAI Python Library](https://github.com/openai/openai-python) - Official OpenAI Python library
+- [index.md](index.md) is the English landing page.
+- [zh-cn.md](zh-cn.md) is the Chinese landing page.
+- [_layouts/default.html](_layouts/default.html) contains the shared shell, TOC script, and language toggle.
+- [assets/css/custom.css](assets/css/custom.css) contains the custom visual layer for cards, details sections, and layout polish.
+- [tools/check_links.py](tools/check_links.py) audits external links used by the landing pages.
 
-#### **CrewAI - Multi-Agent Systems**
-- [CrewAI Framework](https://github.com/joaomdmoura/crewAI) - Cutting-edge framework for orchestrating role-playing, autonomous AI agents
-- [CrewAI Documentation](https://docs.crewai.com/) - Official CrewAI documentation
-- [CrewAI Examples](https://github.com/joaomdmoura/crewAI-examples) - Real-world CrewAI implementations
-- [Learn Agentic AI with CrewAI](https://github.com/panaversity/learn-agentic-ai) - Comprehensive CrewAI learning resources
+## Local Maintenance
 
-#### **LangGraph - Advanced Agent Workflows**
-- [LangGraph](https://github.com/langchain-ai/langgraph) - Build stateful, multi-actor applications with LLMs
-- [LangChain Agent Framework](https://python.langchain.com/docs/modules/agents/) - LangChain agents and tools
+- Install Python dependency: `python3 -m pip install -r requirements.txt`
+- Run the link audit: `python3 tools/check_links.py`
+- Jekyll dependencies are declared in [Gemfile](Gemfile)
 
-#### **AutoGen - Conversational AI Agents**
-- [Microsoft AutoGen](https://github.com/microsoft/autogen) - Multi-agent conversation framework
+## Notes
 
-#### **Dapr Agents**
-- [Dapr Agents](https://github.com/dapr/python-sdk) - Stateful virtual actors for multi-agent workflows
-
-### 🛠️ Latest Open Source LLM Agent Projects (2024)
-
-#### **Minimal & Educational**
-- [min-agent](https://github.com/zhouzaida/min-agent) - Minimal 200-line LLM Agent for understanding agent principles
-- [LangChain ReAct Agent](https://github.com/botextractai/ai-langchain-react-agent) - ReAct agent with Python REPL and DuckDuckGo Search
-- [OpenSource LLM Agents ReAct](https://github.com/Praveengovianalytics/llm_agents_open_source) - Open source LLM agents implementation
-
-#### **Production-Ready Frameworks**
-- [SuperModels](https://github.com/JohannesVC/SuperModels) - Desktop app for running LLM agents with reflection mechanisms
-- [AgentKit](https://github.com/japanvik/agentkit) - Simple framework for creating distributed LLM agents over networks
-
-#### **Specialized Applications**
-- [CrewAI Platform Examples](https://github.com/genaiworks/crewai) - Multi-agent systems with various real-world applications
-- [CrewAI Lenox](https://github.com/samurayy99/crewai_lenox) - Advanced CrewAI implementations
-
-### 📚 LLM Agent Learning Resources
-
-#### **Comprehensive Guides**
-- [Building Multi-Agent AI Systems with CrewAI](https://medium.com/neural-engineer/understanding-crewai-building-multi-agent-ai-systems-15d0236d5cbf)
-- [Agent Development Best Practices](https://cookbook.openai.com/examples/gpt4-1_prompting_guide)
-
-#### **Courses & Tutorials**
-- [Agentic AI Development Course](https://github.com/panaversity/learn-agentic-ai) - Complete course on Dapr Agentic Cloud Ascent (DACA)
-- [Python for AI and Machine Learning](https://realpython.com/learning-paths/machine-learning-python/)
-- [LangChain Agent Tutorials](https://python.langchain.com/docs/tutorials/)
-
-## 📖 Python Learning & Development
-
-### 🎯 Quick Navigation
-
-1. [Python News](#python-news)
-2. [Python Books](#python-books)
-3. [Courses](#courses)
-4. [Algorithms & Data Structures](#algorithms)
-5. [Web Development](#web-development)
-6. [Data Science & Analysis](#data-science)
-7. [Automation & Bots](#automation--bots)
-8. [Finance & Trading](#finance--trading)
-9. [Performance Optimization](#performance)
-
----
-
-### Python News
-
-- [Python Official](https://www.python.org/)
-- [Medium Python](https://medium.com/tag/python)
-- **Reddit Communities:**
-  - [r/Python](https://www.reddit.com/r/Python/)
-  - [r/learnpython](https://www.reddit.com/r/learnpython/)
-  - [r/pythontips](https://www.reddit.com/r/pythontips/)
-  - [r/pythoncoding](https://www.reddit.com/r/pythoncoding)
-
-### Python Books
-
-#### **For Beginners**
-- **Python Crash Course: A Hands-On, Project-Based Introduction to Programming** (3rd Edition, 2023)
-  - [Amazon](https://www.amazon.com/Python-Crash-Course-Hands-Project-Based/dp/1718502702)
-  
-- **Starting Out with Python** (4th Edition)
-  - [Amazon](https://www.amazon.com/Starting-Out-Python-Tony-Gaddis/dp/0134444329)
-
-- **Automate the Boring Stuff with Python** (2nd Edition)
-  - [Free Online](https://automatetheboringstuff.com/) | [Amazon](https://www.amazon.com/Automate-Boring-Stuff-Python-Programming/dp/1593279922)
-
-- **Python Cookbook: Recipes for Mastering Python 3**
-  - [Amazon](https://www.amazon.co.uk/Python-Cookbook-David-Beazley/dp/1449340377)
-
-#### **Advanced Python (2023-2024)**
-- **Effective Python: 90 Specific Ways to Write Better Python** (2nd Edition) ⭐⭐⭐⭐⭐
-  - [Amazon](https://www.amazon.com/Effective-Python-Specific-Software-Development/dp/0134853989)
-
-- **Clean Code in Python** ⭐⭐⭐⭐⭐
-  - [Amazon](https://www.amazon.com/Clean-Code-Python-maintainable-efficient/dp/1788835832)
-
-### Courses
-
-#### **Beginner Courses**
-- [Python for Everybody](https://www.coursera.org/specializations/python)
-- [Python 3 Programming](https://www.coursera.org/specializations/python-3-programming)
-
-#### **Advanced Learning**
-- [REST APIs with Flask and Python in 2024](https://www.coursera.org/learn/packt-rest-apis-with-flask-and-python-in-2024-i01az) - Professional Flask Development
-- [Financial Analysis with YFinance](https://kritjunsree.medium.com/the-2024-guide-to-using-yfinance-with-python-for-effective-stock-analysis-668a4a26ee3a) - Modern Python Finance Tools
-
-### Algorithms
-
-- [Interactive Python Coding Interview Challenges](https://github.com/donnemartin/interactive-coding-challenges) - Algorithms and data structures
-- [Algorithms: Minimal Examples in Python](https://github.com/keon/algorithms) - Data structures and algorithms
-- [Pygorithm: Learn Python Algorithms](http://pygorithm.readthedocs.io/en/latest) - Fun way to learn algorithms
-
-### Web Development
-
-#### **FastAPI**
-- [FastAPI Documentation](https://fastapi.tiangolo.com/) - Modern, fast web framework for building APIs
-- [FastAPI Best Practices](https://github.com/zhanymkanov/fastapi-best-practices)
-
-#### **Flask**
-- [REST APIs with Flask and Python in 2024](https://www.coursera.org/learn/packt-rest-apis-with-flask-and-python-in-2024-i01az)
-- [Developing RESTful APIs with Python and Flask](https://auth0.com/blog/developing-restful-apis-with-python-and-flask)
-- [Flask & Code Quality](https://flake8.pycqa.org/en/latest/user/error-codes.html)
-
-#### **Django**
-- [Complete Beginner's Guide to Django - Part 1](https://simpleisbetterthancomplex.com/series/2017/09/04/a-complete-beginners-guide-to-django-part-1.html)
-- [Build a REST API with Django](https://scotch.io/tutorials/build-a-rest-api-with-django-a-test-driven-approach-part-1)
-
-### Data Science
-
-#### **NumPy**
-- [From Python to Numpy](http://www.labri.fr/perso/nrougier/from-python-to-numpy/)
-- [Exploring Line Lengths in Python Packages](http://jakevdp.github.io/blog/2017/11/09/exploring-line-lengths-in-python-packages)
-
-#### **Matplotlib**
-- [Anatomy of Matplotlib](https://github.com/matplotlib/AnatomyOfMatplotlib)
-
-#### **Data Analysis Projects**
-- [Exploring United States Policing Data](https://blog.patricktriest.com/police-data-python)
-- [Analyzing 1000+ Greek Wines](https://tselai.com/greek-wines-analysis.html)
-- [Generate FiveThirtyEight Graphs](https://www.dataquest.io/blog/making-538-plots)
-- [Amazon Product Review Analysis](http://minimaxir.com/2017/01/amazon-spark)
-
-### Automation & Bots
-
-#### **Web Scraping**
-- [Web Scraping with Scrapy, SQL, Matplotlib](http://www.scrapingauthority.com/python-scrapy-mysql-and-matplotlib-to-gain-web-data-insights)
-- [Advanced Web Scraping: Bypassing 403 Forbidden](http://sangaline.com/post/advanced-web-scraping-tutorial)
-- [Mastering Python Web Scraping](https://hackernoon.com/mastering-python-web-scraping-get-your-data-back-e9a5cc653d88)
-
-#### **Automation Projects**
-- [Wedding Automation with Twilio and Python](https://www.twilio.com/blog/2017/04/wedding-at-scale-how-i-used-twilio-python-and-google-to-automate-my-wedding.html)
-- [Finding Interesting People on Medium](https://medium.freecodecamp.org/how-i-used-python-to-find-interesting-people-on-medium-be9261b924b0)
-
-#### **Bots**
-- [Reddit + Facebook Messenger Bot](https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot)
-- [Instagram Bot Success Story](https://medium.freecodecamp.com/my-open-source-instagram-bot-got-me-2-500-real-followers-for-5-in-server-costs-e40491358340)
-
-#### **Spreadsheets Integration**
-- [Python Excel Tutorial: The Definitive Guide](https://hackernoon.com/python-excel-tutorial-the-definitive-guide-934ee6dd15b0)
-- [Data Analysis with Python in Excel](https://learning.anaconda.cloud/anaconda-certified-data-analysis-with-python-in-excel)
-- [Google Sheets and Python](https://www.youtube.com/watch?v=vISRn5qFrkM)
-
-### Finance & Trading
-
-- [2024 Guide to YFinance for Stock Analysis](https://kritjunsree.medium.com/the-2024-guide-to-using-yfinance-with-python-for-effective-stock-analysis-668a4a26ee3a)
-- [Quantitative Trading with Python](https://medium.com/@deepml1818/quantitative-trading-with-python-analyzing-financial-data-7c829d447e0a)
-- [Financial Data with Alpha Vantage 2024](https://medium.com/@datavisiondallas/navigating-financial-data-with-python-and-alpha-vantage-in-2024-a-beginners-guide-ca005bb1a6c2)
-- [Stock Price Data - Python for Finance](https://www.youtube.com/watch?v=2BrpKpWwT2A)
-- [Analyzing Cryptocurrency Markets](https://blog.patricktriest.com/analyzing-cryptocurrencies-python)
-
-
-
-### Performance
-
-- [Million Requests per Second with Python](https://medium.freecodecamp.com/million-requests-per-second-with-python-95c137af319)
-- [Yes, Python is Slow, and I Don't Care](https://hackernoon.com/yes-python-is-slow-and-i-dont-care-13763980b5a1)
-- [Memoization in Python](https://dbader.org/blog/python-memoization)
+- Generated audit output under `reports/` is ignored and should not be committed.
+- The current local Ruby runtime must be `3.x` or newer to install the `github-pages` dependency set successfully.