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Advanced

Level 5 is for people who want to stop being limited by what the no-code tools allow. You read API docs without flinching, write just enough Python to be dangerous, build a real RAG pipeline, coordinate multiple agents, handle databases and auth, then deploy and maintain the thing.

6 modules · 12 lessons~120 minutes of reading
Production shape

Everything you add once real people depend on it.

Step 1

Evaluate

A test set you run before every change

Step 2

Guardrails

Refusals, limits, cost caps

Step 3

Deploy

Versioned prompts, staged rollout

Step 4

Observe

Logs, traces and a weekly review

What you'll cover

Module 1

Working with APIs Directly

  • Reading API documentation without fear8 min
  • Making your first direct API call9 min
Module 2

Python Basics for AI Builders

  • Just enough Python to be dangerous10 min
  • Calling an AI API from Python10 min
Module 3

RAG, Tool Calling and Function Calling

  • Building a real RAG pipeline11 min
  • How tool calling actually works10 min
Module 4

Agent Orchestration

  • Coordinating multiple agents10 min
  • Managing state and memory10 min
Module 5

Databases and Authentication

  • Databases 101 for AI builders10 min
  • Authentication basics10 min
Module 6

Deployment

  • Taking a build live10 min
  • Keeping a deployed agent healthy10 min