Beginner to Expert
AI Engineering & Agents
4 Weeks

The Gauntlet Loop: Builder-Critic Prompting

Source: Jay E | RoboNuggets

Give an agent a named quality bar, split work into builder/critic pairs, and keep looping until a blind comparison wins.

Lesson media

Sign in to watch and study

Public, approved courses keep YouTube lessons and NotebookLM notebooks behind your Scede account. Sign in to open the ones this class allows.

YouTube lesson available

What you will be able to do

  • Write a gauntlet-loop prompt that states a goal, names a fetchable quality bar, fans out builder and independent critic agents, and stops on a win.

What you will ship

Pick one concrete artifact, write a ~150-word gauntlet-loop prompt, run one builder/critic cycle, and write a stop/cost decision note.

Who it is for

  • Students
  • developers
  • executives
  • and professors. Dual track: Build or Govern.

Prerequisites

  • Programming

Enrollment

Pay per course
One-time enrollment for this class. Consumer price is taken from the live Stripe product when connected.

After payment is verified, the course appears on your dashboard. YouTube lessons and NotebookLM notebooks open after you sign in.