Class 1 - September 22, 2025
Prompt Chaining for Agentic Design
Class Summary
Day 1 dives into prompt chaining: why single prompts fail, how to build robust chains, and hands-on use cases. Includes slides, Colab notebook, quiz, and recording.
Today's Learning Objectives
Core Concepts
- • Why single prompts fail for complex tasks
- • Building robust prompt chains
- • Structured outputs (JSON) between steps
- • Seven use cases with runnable scaffolds
Hands-on Practice
- • Summarize → Quiz → Reflection chain
- • Colab-ready notebook walkthrough
- • Experiment with your own data