# Pythoughts

> A publishing platform for thoughtful writing. Discover articles on technology, science, philosophy, and creative writing from independent creators.

## General

- [Mastering Error Handling and Bug Catching with Claude Code: A Comprehensive Guide](https://pythoughts.com/@hamza/posts/mastering-error-handling-and-bug-catching-with-claude-code-a-comprehensive-guide): Introduction Claude Code is an AI coding assistant from Anthropic that can read your code, run commands, and make...
- [🐍 Beginner’s Complete Guide to Building an MCP Server in Python](https://pythoughts.com/@hamza/posts/beginners-complete-guide-to-building-an-mcp-server-in-python): What Is MCP? MCP (Model Context Protocol)  is a standard that allows AI models to interact with external tools in a...
- [Inside the AI Brain: How Neural Networks, Tokens, and Transformers Work](https://pythoughts.com/@moelkholy/posts/inside-the-ai-brain-how-neural-networks-tokens-and-transformers-work): Abstract The shift from rule-based software to modern artificial intelligence represents one of the most consequential...
- [Building Professional Websites with Claude Code](https://pythoughts.com/@moelkholy/posts/building-professional-websites-with-claude-code): A complete guide to setting up, designing, and deploying production-ready websites using Claude Code — from local...
- [Tool Calling: Fundamentals and Its Evolution in Modern AI Systems](https://pythoughts.com/@mk_99/posts/tool-calling-fundamentals-and-its-evolution-in-modern-ai-systems): Large language models (LLMs) have rapidly evolved from text generators into action-oriented systems capable of...
- [Claude Sonnet & Opus 4.6 vs GLM‑5, Kimi K2.5, and MiniMax M2.5](https://pythoughts.com/@moelkholy/posts/claude-sonnet-opus-46-vs-glm5-kimi-k25-and-minimax-m25): A five‑model cage match for agentic coding, browsing, and “real work” economics Two polished, gated enterprise...
- [Inside the Black Box: 5 Surprising Truths About How Modern AI Actually Thinks](https://pythoughts.com/@hamza/posts/inside-the-black-box-5-surprising-truths-about-how-modern-ai-actually-thinks): We have all experienced it: that "uncanny valley" moment where a chatbot provides a response so nuanced, empathetic, or...
- [Claude Code Agents Design Overview](https://pythoughts.com/@moelkholy/posts/claude-code-agents-design-overview): What are Agent Teams Agent Teams : An experimental feature released with Claude Opus 4.6 that enables multiple agents to...

## Optional
Supplementary platform information

- [About Pythoughts](https://pythoughts.com/about): Learn about our platform and community guidelines
- [Full Content Archive](https://pythoughts.com/llms-full.txt): Complete post content in markdown format for deep AI indexing (top 10 posts with full text)