#496: Scaf: Complete blueprint for new Python Kubernetes projects
Talk Python To Me14 Maalis 2025

#496: Scaf: Complete blueprint for new Python Kubernetes projects

Today we explore the wild world of Python deployment with my friend, Calvin Hendryx-Parker from Six Feet Up. We’ll tackle some of the biggest challenges in taking a Python app from “it works on my machine” to production, covering inconsistent environments, conflicting dependencies, and sneaky security pitfalls. Along the way, Calvin shares how containerization with Docker and Kubernetes can both simplify and complicate deployments, especially for smaller teams. Finally, we’ll introduce Scaf, a powerful project blueprint designed to give developers a rock-solid start on Python web projects of all sizes. Get notified when the [_Talk Python in Production_ book](https://talkpython.fm/books/python-in-production) goes live and [read the first third online](https://talkpython.fm/books/python-in-production) right now.

Jaksot(541)

#478: When and how to start coding with kids

#478: When and how to start coding with kids

Do you have kids? Maybe nieces and nephews? Or maybe you work in a school environment? Maybe it's just friend's who know you're a programmer and ask about how they should go about introducing programm...

25 Syys 202454min

#477: Awesome Text Tricks with NLP and spaCy

#477: Awesome Text Tricks with NLP and spaCy

Do you have text that you want to process automatically? Maybe you want to pull out key products or topics of conversation? Maybe you want to get the sentiment? The possibilities are many with this we...

20 Syys 20241h 3min

#476: Unified Python packaging with uv

#476: Unified Python packaging with uv

A couple of weeks ago, Charlie Marsh and the folks at Astral made another big splash with a major release of uv called "uv: Unified Python packaging" which has many far reaching features. We had to ha...

4 Syys 20241h 12min

#475: Python Language Summit 2024

#475: Python Language Summit 2024

Every year the core developers meet to discuss and propose the major changes and trends in Python itself. This invite-only conference of about 50 people happens inside PyCon in the US. Because it's pr...

24 Elo 20241h 1min

#474: Python Performance for Data Science

#474: Python Performance for Data Science

Python performance has come a long way in recent times. And it's often the data scientists, with their computational algorithms and large quantities of data, who care the most about this form of perfo...

19 Elo 20241h 8min

#473: Being a developer with ADHD

#473: Being a developer with ADHD

Do you feel like ADHD is holding you back? Maybe you don't personally have ADHD but you work with folks who do and you'd like to support them better. Either way, how ADHD interplays with programming a...

2 Elo 20241h

#472: State of Flask and Pallets in 2024

#472: State of Flask and Pallets in 2024

This episode turned out to be a seminal one for me. After speaking with David about the Flask ecosystem, it finally convinced me to get moving and convert [talkpython.fm](https://talkpython.fm) to Qua...

26 Heinä 20241h 1min

#471: Learning and teaching Pandas

#471: Learning and teaching Pandas

If you want to get better at something, often times the path is pretty clear. If you get better at swimming, you go to the pool and practice your strokes and put in time doing the laps. If you want to...

22 Heinä 20241h 4min