#521: Red Teaming LLMs and GenAI with PyRIT
Talk Python To Me29 Syys 2025

#521: Red Teaming LLMs and GenAI with PyRIT

English is now an API. Our apps read untrusted text; they follow instructions hidden in plain sight, and sometimes they turn that text into action. If you connect a model to tools or let it read documents from the wild, you have created a brand new attack surface. In this episode, we will make that concrete. We will talk about the attacks teams are seeing in 2025, the defenses that actually work, and how to test those defenses the same way we test code. Our guides are Tori Westerhoff and Roman Lutz from Microsoft. They help lead AI red teaming and build PyRIT, a Python framework the Microsoft AI Red Team uses to pressure test real products. By the end of this hour you will know where the biggest risks live, what you can ship this quarter to reduce them, and how PyRIT can turn security from a one time audit into an everyday engineering practice.

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#518: Celebrating Django's 20th Birthday With Its Creators

#518: Celebrating Django's 20th Birthday With Its Creators

Twenty years after a scrappy newsroom team hacked together a framework to ship stories fast, Django remains the Python web framework that ships real apps, responsibly. In this anniversary roundtable w...

29 Elo 20251h 8min

#517: Agentic Al Programming with Python

#517: Agentic Al Programming with Python

Agentic AI programming is what happens when coding assistants stop acting like autocomplete and start collaborating on real work. In this episode, we cut through the hype and incentives to define “age...

22 Elo 20251h 17min

#516: Accelerating Python Data Science at NVIDIA

#516: Accelerating Python Data Science at NVIDIA

Python’s data stack is getting a serious GPU turbo boost. In this episode, Ben Zaitlen from NVIDIA joins us to unpack RAPIDS, the open source toolkit that lets pandas, scikit-learn, Spark, Polars, and...

19 Elo 20251h 5min

#515: Durable Python Execution with Temporal

#515: Durable Python Execution with Temporal

What if your code was crash-proof? That's the value prop for a framework called Temporal. Temporal is a durable execution platform that enables developers to build scalable applications without sacrif...

11 Elo 20251h 10min

#514: Python Language Summit 2025

#514: Python Language Summit 2025

Every year the core developers of Python convene in person to focus on high priority topics for CPython and beyond. This year they met at PyCon US 2025. Those meetings are closed door to keep focused ...

18 Heinä 20251h 13min

#513: Stories from Python History

#513: Stories from Python History

Why do people listen to this podcast? Sure, they're looking for technical explorations of new libraries and ideas. But often it's to hear the story behind them. If that speaks to you, then I have the ...

14 Heinä 20251h 8min

#512: Building a JIT Compiler for CPython

#512: Building a JIT Compiler for CPython

Do you like to dive into the details and intricacies of how Python executes and how we can optimize it? Well, do I have an episode for you. We welcome back Brandt Bucher to give us an update on the up...

2 Heinä 20251h 8min

#511: From Notebooks to Production Data Science Systems

#511: From Notebooks to Production Data Science Systems

If you're doing data science and have mostly spent your time doing exploratory or just local development, this could be the episode for you. We are joined by Catherine Nelson to discuss techniques and...

25 Kesä 202554min