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intermediate210 min

AI Mastery: Zero to Production

Build, ship, and sell an AI product. Prompt engineering that survives production, streaming UX, cost control, gating, retrieval — taught by building the real thing. Module 1 is free.

$99.00

3 modules · 14 lessons

Curriculum

01Foundations

  • 1.How LLMs Actually Work — For Builders
    12 minPreview
  • 2.Prompt Anatomy
    12 minPreview
  • 3.Choosing Models and Pricing
    12 minPreview
  • 4.Project Setup
    12 minPreview

02Prompt Engineering in Anger

  • 1.System Prompts in Production
    15 min🔒
  • 2.Structured Output That Doesn't Break
    15 min🔒
  • 3.Eval Loops: Measure Before You Tweak
    15 min🔒
  • 4.The APEX Method: Expert Elicitation at Full Depth
    15 min🔒
  • 5.A Failure Taxonomy for LLM Features
    15 min🔒

03Building the Product

  • 1.API Integration Patterns: The Thin-Client Doctrine
    15 min🔒
  • 2.Streaming UX: Perceived Latency Beats Real Latency
    15 min🔒
  • 3.Rate Limiting and Cost Control: Metering Before It Meters You
    15 min🔒
  • 4.Auth and Gating: Fail Closed, Every Layer
    15 min🔒
  • 5.RAG-Lite: Retrieval Without the Vector-DB Ceremony
    15 min🔒

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