In this episode, I’m talking with Vincent Warmerdam about treating LLMs as just another API in your Python app, with clear boundaries, small focused endpoints, and good monitoring. We’ll dig into patterns for wrapping these calls, caching and inspecting responses, and deciding where an LLM API actually earns its keep in your architecture.
Full details »
A lot of people building software today never took the traditional CS path. They arrived through curiosity, a job that needed automating, or a late-night itch to make something work. This week, David Kopec joins me to talk about rebuilding computer science for exactly those folks, the ones who learned to program first and are now ready to understand the deeper ideas that power the tools they use every day.
For years, building interactive widgets in Python notebooks meant wrestling with toolchains, platform quirks, and a mountain of JavaScript machinery. Most developers took one look and backed away slowly. Trevor Manz decided that barrier did not need to exist. His idea was simple: give Python users just enough JavaScript to unlock the web’s interactivity, without dragging along the rest of the web ecosystem. That idea became anywidget, and it is quickly becoming the quiet connective tissue of modern interactive computing. Today we dig into how it works, why it has taken off, and how it might change the way we explore data.
Have you ever thought about getting your small product into production, but are worried about the cost of the big cloud providers? Or maybe you think your current cloud service is over-architected and costing you too much? Well, in this episode, we interview Michael Kennedy, author of "Talk Python in Production," a new book that guides you through deploying web apps at scale with right-sized engineering.
Always interesting and informativeI'm really enjoying this podcast. Both the host and the guest have been excellent. The production quality is high. Overall this is one of the best podcasts I've heard.
Better than music!I've been in love with this podcast since this winter. Even though it talks about technical topics, it is so enjoyable that I listen to it even while working out or going for a run, often preferring it to music.
Amazing!This podcast series is amazing, I started listening today, and I'm committing to listening to at least a series every day, till I get to the top :)) Thank you Michael! This is amazing!
Talk Python to Me is a weekly podcast hosted by
Michael Kennedy.
The show covers a wide array of Python topics as well as
many related topics.
The format is a casual 1-hour conversation with industry
experts.
Have feedback for the show? Send it to
contact@talkpython.fm.
We'd love to hear from you.
We are always on the look out for exciting topics to bring
to you on Talk Python To Me. We could use your help!
Do you have a great idea for a show? Do know a dynamic Python
personality who we should be speaking to? Send us an email!