Guides

Hatch vs uv: Which One for a New Python Project

Hatch and uv both manage Python projects and environments — how they actually differ, and why most people end up using both together

packagingcomparison

Black vs Ruff vs autopep8 vs yapf: Python Formatters Compared

How Black, Ruff, autopep8, and yapf differ as Python code formatters, and which one to pick for a new or existing project

toolingcomparison

Poetry vs uv vs Hatch: Which Python Packaging Tool in 2026

A head-to-head comparison of Poetry, uv, and Hatch — speed, lockfile behavior, and PEP 621 compliance, for picking a new project’s tooling

packagingcomparison

pytest vs unittest: Choosing a Python Testing Framework

How pytest and Python’s built-in unittest module differ, and why most teams choose pytest despite unittest requiring no installation

testingcomparison

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

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

Python Package Managers Compared: pip, Poetry, uv, and Hatch

How pip, Poetry, uv, and Hatch actually differ, and which one to use for a new Python project in 2026

Featuredpackagingcomparison

Resources