What you’ll be able to do
- Design chain-of-thought prompts for real problems
- Get structured JSON outputs reliably
- Set up evals so you know when prompts break
- Build a prompt library you reuse across clients
Who this is for
- Founders shipping AI features
- Freelancers selling prompt work
- Developers tired of guessing
Curriculum
4 modules. Real projects at every step.
01
Foundations
- How LLMs actually work
- Tokens, context, cost
- Your first prompt
02
Patterns that ship
- Chain-of-thought
- Few-shot vs zero-shot
- Structured outputs (JSON)
- Tool use & function calling
03
Quality + evals
- Building eval datasets
- Regression testing prompts
- Cost vs quality
04
Project: AI customer support bot
- Plan
- Build
- Ship & test