Human-in-the-Loop Systems

Learning Objectives

• Understand core concepts and mental models
• Work through progressive code examples
• Apply techniques in hands-on labs
• Review production patterns and failure modes

What You'll Build

Practical implementations that demonstrate each concept with real-world code examples.

Time Estimate: 2-3 hours (theory + learning + labs)

Prerequisites: - Basic Python knowledge - Familiarity with the prior stages

Quick Navigation

• Theory — Core concepts and mental models
• Learning — Step-by-step lessons with code examples
• Labs — Hands-on exercises with rubric
• Architecture — Production patterns and best practices