Episode Link
https://share.snipd.com/episode/6f40470f-d0d1-4fdd-9859-e40f7613531b
Episode publish date
November 14, 2025 12:00 PM (UTC)
Last edit date
Nov 15, 2025 2:38 PM
Last snip date
November 15, 2025 2:35 PM (UTC)
Last sync date
November 15, 2025 2:36 PM (UTC)
Show
The Real Python Podcast
Show notes link
https://realpython.com/podcasts/rpp/274/
Snips
11
Warning
⚠️ Any content within the episode information, snip blocks might be updated or overwritten by Snipd in a future sync. Add your edits or additional notes outside these blocks to keep them safe.
‣
Your snips
‣
[04:36] Startup Friction Motivated The Book
‣
[05:23] Notebooks Aren't Long-Term Source
‣
[04:06] Modularize Code And Use Config Files
‣
[19:11] Use Lockfiles For Reproducible Environments
‣
[20:53] Try Polars For Faster, Lazy DataFrames
‣
[27:27] Use Marimo For Reproducible Notebooks
‣
[36:55] Gate Model Changes With CI
‣
[40:11] Commit Small And Use Pull Requests
‣
[42:35] Write Small Functions And Test Them
‣
[44:36] Tests Serve As Executable Docs
‣