Cloud Engineer → Applied GenAI Engineer
A deliverable-driven roadmap: direct API fluency, retrieval-augmented generation, agents & orchestration, and production engineering — leaning into your security edge.
35 lessons · 6 modules
Module 1
LLM Foundations & API Fluency
Module 2
Retrieval-Augmented Generation (RAG)
Module 3
Agents & Orchestration
- 01 The agent loop: plan, act, observe, repeat
- 02 Multi-step and parallel tool use
- 03 Orchestration frameworks: accelerators, not crutches
- 04 Model Context Protocol for tool and data integration
- 05 Agent failure modes: loops, wrong tools, context bloat
- 06 State and memory across steps
- 07 Human-in-the-loop, approval gates, and the Module 3 deliverable
Module 4
Production Engineering
Module 5
Python for Production Apps
Module 6