Interactive lectures, auto-classified by AI. Rate them, argue in the comments.
A hands-on course built from my post of the same name. Three real apps, five habits: use AI for the chores around content, put deterministic checks before the model, treat model output as untrusted input, make cost visible with bring-your-own-key and cheap defaults, and keep people in control. Includes how I keep coding agents from undoing decisions, and an honest list of what is still rough.
A 10-minute interactive case study: an 823,758-image ad render that kept dying inside a Celery time limit while every dashboard stayed green, and the fan-out redesign that made it finish and made failure visible.
An interactive lecture that derives the exact closed-form value of the improper integral of sin(x)/x using complex analysis and contour integration.