Supporting The Python Package Index Real Python Podcast 258

Summary

What are the advantages of using Polars for your What are the best practices for organizing data analysis projects in Should you understand the entirety of your codebase? How familiar are you with How can you move from manually writing prompts for an LLM application toward defining them programmatically? This week on ... Have you ever been confused by the naming of modules you're importing from a What are the key characteristics of complex systems, and what are practical patterns for tackling complex coding problems? How can learning Rust help make you a better Which is more important, the model or the "harness" around an LLM? What are ways to assemble an efficient agentic developer ... What are the current techniques being employed to improve the performance of LLM-based systems? How is the industry shifting ... What advantages can a build system provide for a What is error culture, and how do you avoid it within your organization? How do you navigate alert and notification fatigue? Hey ... How should you manage AI contributions to an open-source project? How do you measure the impact of using AI tools for ... What goes into managing a major project? What techniques can you employ for a project that's in crisis? Christopher Trudeau is ...