If you vibe code one cell at a time in a Python notebook you'll give yourself more time to reflect which makes it easier to spot mistakes in a pipeline. This video contains a live recording of exactly this.
00:00 Intro
01:23 notebook
03:58 first edit
06:57 debug
10:21 aggregate
12:38 chart
15:13 no0o0o0ooo
16:57 risk
17:26 fixing
20:48 domain knowledge
22:55 new prompt
26:17 discovery
On this page of the site you can watch the video online Append-Only Context Engineering for Python with a duration of hours minute second in good quality, which was uploaded by the user marimo 02 September 2025, share the link with friends and acquaintances, this video has already been watched 1,880 times on youtube and it was liked by 74 viewers. Enjoy your viewing!