The Real Python Podcast podcast

Reassessing the LLM Landscape & Summoning Ghosts

17/4/2026

The Real Python Podcast

0:00

1:15:10

What are the current techniques being employed to improve the performance of LLM-based systems? How is the industry shifting from post-training towards context engineering and multi-agent orchestration? This week on the show, Jodie Burchell, data scientist and Python Advocacy Team Lead at JetBrains, returns to discuss the current AI coding landscape.

Altri episodi di "The Real Python Podcast"

Reassessing the LLM Landscape & Summoning Ghosts
un giorno fa
1:15:10
What are the current techniques being employed to improve the performance of LLM-based systems? How is the industry shifting from post-training towards context engineering and multi-agent orchestration? This week on the show, Jodie Burchell, data scientist and Python Advocacy Team Lead at JetBrains, returns to discuss the current AI coding landscape.
Advice on Managing Projects & Making Python Classes Friendly
10/4/2026
54:44
What goes into managing a major project? What techniques can you employ for a project that's in crisis? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
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Limitations in Human and Automated Code Review
27/3/2026
51:17
With the mountains of Python code that it's possible to generate now, how's your code review going? What are the limitations of human review, and where does machine review excel? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
Automate Exploratory Data Analysis & Invent Python Comprehensions
20/3/2026
56:38
How do you quickly get an understanding of what's inside a new set of data? How can you share an exploratory data analysis with your team? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
Crafting and Editing In-Depth Tutorials at Real Python
13/3/2026
1:21:12
What goes into creating the tutorials you read at Real Python? What are the steps in the editorial process, and who are the people behind the scenes? This week on the show, Real Python team members Martin Breuss, Brenda Weleschuk, and Philipp Acsany join us to discuss topic curation, review stages, and quality assurance.
Overcoming Testing Obstacles With Python's Mock Object Library
27/2/2026
39:41
Do you have complex logic and unpredictable dependencies that make it hard to write reliable tests? How can you use Python's mock object library to improve your tests? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
Exploring MCP Apps & Adding Interactive UIs to Clients
20/2/2026
1:09:18
How can you move your MCP tools beyond plain text? How do you add interactive UI components directly inside chat conversations? This week on the show, Den Delimarsky from Anthropic joins us to discuss MCP Apps and interactive UIs in MCP.
Running Local LLMs With Ollama and Connecting With Python
13/2/2026
45:27
Would you like to learn how to work with LLMs locally on your own computer? How do you integrate your Python projects with a local model? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.
Improving Your GitHub Developer Experience
6/2/2026
59:55
What are ways to improve how you're using GitHub? How can you collaborate more effectively and improve your technical writing? This week on the show, Adam Johnson is back to talk about his new book, "Boost Your GitHub DX: Tame the Octocat and Elevate Your Productivity".
Testing Python Code for Scalability & What's New in pandas 3.0
30/1/2026
49:13
How do you create automated tests to check your code for degraded performance as data sizes increase? What are the new features in pandas 3.0? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.

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