Propel AI Bootcamp
Course 2 - Module 4

Long-Running & Human-in-the-Loop Workflows

Design workflows with human checkpoints and implement async patterns

Learning Objectives

  • Design workflows with human checkpoints
  • Implement async workflows with state persistence
  • Create validation and approval patterns

Overview

Production AI requires human validation and approval gates.

Topics Covered

Human Checkpoints

  • Approval gate design
  • Validation patterns

Async Workflows

  • State persistence
  • Resumable workflows

Safety

  • Toxic flow analysis
  • Escalation patterns

Notifications

  • Alerting strategies
  • Human intervention triggers

Resources

Check Your Understanding

Question 1 of 1

Why are human checkpoints important in AI workflows?