#509: GPU Programming in Pure Python
Talk Python To Me11 Juni 2025

#509: GPU Programming in Pure Python

If you're looking to leverage the insane power of modern GPUs for data science and ML, you might think you'll need to use some low-level programming language such as C++. But the folks over at NVIDIA have been hard at work building Python SDKs which provide nearly native level of performance when doing Pythonic GPU programming. Bryce Adelstein Lelbach is here to tell us about programming your GPU in pure Python.

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#550: AI Contributions and Maintainer Load in Open Source

#550: AI Contributions and Maintainer Load in Open Source

You wake up, brew the coffee, open GitHub, and there it is. Another pull request on your open source project. Thirteen thousand lines added. No issue filed first. No discussion. Just "here, please rev...

30 Maj 1h 2min

#549: Great Docs

#549: Great Docs

Your documentation has two audiences now - humans reading the rendered HTML, and AI agents trying to make sense of your library. Rich Iannone and Michael Chow from Posit are back on Talk Python with a...

25 Maj 1h 7min

#548: Event Sourcing Design Pattern

#548: Event Sourcing Design Pattern

What if your database worked more like Git? Every change captured as an immutable event you can replay, instead of a single mutating row that quietly forgets its own history. That's event sourcing, an...

11 Maj 1h 8min

#547: Parallel Python at Anyscale with Ray

#547: Parallel Python at Anyscale with Ray

When OpenAI trained GPT-3, they didn't roll their own orchestration layer. They used Ray, an open source Python framework born out of the same Berkeley research lab lineage that gave us Apache Spark. ...

6 Maj 59min

#546: Self hosting apps for Python people

#546: Self hosting apps for Python people

The cloud is convenient until it isn't. You upload your photos, sync your contacts, click through the cookie banners. Then prices go up again or you read about a family that lost their entire Google a...

27 Apr 1h 3min

#545: OWASP Top 10 (2025 List) for Python Devs

#545: OWASP Top 10 (2025 List) for Python Devs

The OWASP Top 10 just got a fresh update, and there are some big changes: supply chain attacks, exceptional condition handling, and more. Tanya Janca is back on Talk Python to walk us through every si...

16 Apr 1h 6min

#544: Wheel Next + Packaging PEPs

#544: Wheel Next + Packaging PEPs

When you pip install a package with compiled code, the wheel you get is built for CPU features from 2009. Want newer optimizations like AVX2? Your installer has no way to ask for them. GPU support? Yo...

10 Apr 1h 11min

#543: Deep Agents: LangChain's SDK for Agents That Plan and Delegate

#543: Deep Agents: LangChain's SDK for Agents That Plan and Delegate

When you type a question into ChatGPT, the model only has what you typed to work with. But tools like Claude Code can plan, iterate, test, and recover from mistakes. They work more like we do. The dif...

1 Apr 1h 3min

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