Guides

What Is Mojo? Chris Lattner’s New AI Language Explained

Mojo combines Python syntax with systems-level performance for GPU/CPU workloads — what it actually is, now that it’s hit 1.0 and gone open source

aiexplainer

What Is MCP (Model Context Protocol)? A Python Guide

What the Model Context Protocol actually standardizes, how it differs from LangChain or DSPy, and a basic FastMCP server example

Featuredaimcp

DSPy Explained: Programming, Not Prompting, Language Models

What DSPy is, how it differs from hand-writing prompts, and a basic example of defining a module and letting DSPy optimize it

aillm

FastAPI and HTMX: Building Interactive UIs Without a JS Framework

How FastAPI and HTMX pair together to build dynamic, interactive web apps using server-rendered HTML instead of a JavaScript frontend framework

web frameworkshtmx

Python Decorators Explained: What They Are and When to Write One

How Python decorators actually work under the hood, with the built-in decorators you already use and a guide to writing your own

language featuresexplainer

The Python Standard Library: Built-In Modules Worth Knowing

The standard library modules you’ll actually reach for regularly — no pip install required, already in every Python installation

standard librarybeginners

Python Virtual Environments Explained: venv vs uv vs conda

What a Python virtual environment actually is, why every project needs one, and how venv, uv, and conda differ in creating them

packagingexplainer

requirements.txt vs pyproject.toml: What’s the Difference

Why Python packaging moved from requirements.txt to pyproject.toml, what each actually does, and whether you still need a requirements.txt file

packagingexplainer

Streamlit Explained: Turning Python Scripts Into Web Apps

What Streamlit actually does, a basic example, and when to reach for it instead of Flask or FastAPI

data scienceexplainer

What Does Black Do? Python’s Code Formatter Explained

How Black formats Python code, why it’s deliberately unconfigurable, and how it differs from autopep8 and yapf

toolingexplainer

What Is Uvicorn? The ASGI Server Behind FastAPI, Explained

What Uvicorn actually does, how it relates to FastAPI and Starlette, and when you’d reach for it instead of Gunicorn

web frameworksexplainer