PythonHub

Python Developer Tooling Handbook This handbook guides Python developers through the ecosystem of tools that enhance productivity, covering areas like packaging, linting, formatting, and dependency management. It's structured to provide tutorials, how-to guides, explanations, and references to help make sense of the complex world of Python development. https://pydevtools.com/handbook/

Virtual/AI Python Assistant - Pybot Get ai-driven help on Python programming. You can use the assistant to debug code, generate snippets or explain python concepts. https://www.pynerds.com/ai-assistant/

How to Make Your Python Docker Image 80% Smaller This video provides a step-by-step guide to creating optimized and efficient Docker images for Python applications, covering topics like choosing the right base image, cleaning up dependencies, using multi-stage builds, and enhancing security. It also highlights the frustrations of working with Docker and potential pitfalls to avoid. https://www.youtube.com/watch?v=tc713anE3UY

CSM A Conversational Speech Generation Model. https://github.com/SesameAILabs/csm

Specializing Python with E-graphs This blog post introduces egglog, a new library that combines equality saturation and datalog, offering advantages over traditional e-graph libraries like egg. It highlights egglog's cleaner syntax, efficient execution through database techniques, and improved performance in areas like multi-pattern matching and incremental e-matching. https://vectorfold.studio/blog/egglog

Pythonx Pythonx runs a Python interpreter in the same OS process as your Elixir application, allowing you to evaluate Python code and conveniently convert between Python and Elixir data structures. https://github.com/livebook-dev/pythonx

Stelvio: Serverless AWS for Python Devs https://github.com/michal-stlv/stelvio

RA.Aid RA.Aid (pronounced "raid") helps you develop software autonomously. It is a standalone coding agent built on LangGraph's agent-based task execution framework. The tool provides an intelligent assistant that can help with research, planning, and implementation of multi-step development tasks. https://github.com/ai-christianson/RA.Aid

Python’s ‘shelve’ is really useful for LLM debugging Use python’s shelve as a quick and easy, persistent key-value store for LLM workflows. https://www.jerpint.io/blog/python-shelve-as-cache/

A Very (!) Early Play With Astral's Red Knot Static Type Checker Astral is developing a new Python type checker, aiming to be significantly faster than mypy. The author explores building and running it, finding it promisingly fast but still a work in progress with some type checking discrepancies. https://jurasofish.github.io/a-very-early-play-with-astrals-red-knot-static-type-checker.html

Flet - Desktop & Mobile apps in Python! This video tutorial demonstrates how to use the Flet framework in Python to build cross-platform mobile and desktop apps, even without prior front-end development experience. It walks through creating a simple quiz application, explaining how to structure the UI with Flet controls and handle user interactions. https://www.youtube.com/watch?v=4aiNStwq8oU

Pruna Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead. https://github.com/PrunaAI/pruna

ollama-deep-researcher Fully local web research and report writing assistant. https://github.com/langchain-ai/ollama-deep-researcher

Python Hub Weekly Digest for 2025-03-23 https://pythonhub.dev/digest/2025-03-23/

Pydoll Pydoll is a library for automating chromium-based browsers without a WebDriver, offering realistic interactions. It supports Python's asynchronous features, enhancing performance and enabling event capturing and simultaneous web scraping. https://github.com/thalissonvs/pydoll/

ASK HN: How to engineer a JavaScript to Python migration? https://news.ycombinator.com/item?id=43360552

Isolating Python and Jupyter using firejail This article outlines a method for running isolated Python processes using Firejail, ensuring they can only access a specified project directory and limiting network access. The setup involves creating a virtual environment, installing packages with temporary internet access, and running Jupyter Notebooks via a Unix socket to maintain isolation. https://bnikolic.co.uk/blog/python/firejail/2025/03/05/python-isolated

Here’s how I use LLMs to help me write code This post shares practical tips for using LLMs to write code effectively, emphasizing that it's not always easy and requires managing context, setting expectations, and thorough testing. The author suggests thinking of LLMs as over-confident, lightning-fast pair programming assistants and provides a detailed example of building a tool with Claude Code. https://simonwillison.net/2025/Mar/11/using-llms-for-code/

ShortsMaker ShortsMaker is a Python package designed to facilitate the creation of engaging short videos or social media clips. It leverages a variety of external services and libraries to streamline the process of generating, processing, and uploading short content. https://github.com/rajathjn/shorts_maker

Alternatives to Python's "break" statement Python's break statement is handy for breaking out of a loop. But break statements can often be ... https://www.pythonmorsels.com/break-statement-alternatives/