AI Engineering Training with Hands-On Labs

Learn AI engineering by building and breaking real systems — focused lessons, downloadable projects, and production failure labs with runnable tests.

AI engineering tracks

• Ai Agents
• Ai Engineering
• Generative Ai
• Llm
• Rag

The curriculum

• Ai Agents
• Ai Eval
• Ai Foundations
• Ai Memory
• Ai Production
• Ai Prompting
• Ai Rag
• Ai Security
• Ai Structured Output

Engineering research

• Agent That Would Not Stop
• Parent Looks Fine
• Zero Dollar Orchestrator

Production failure labs

• The Agent That Charged Twice
• The Agent That Would Not Stop
• The Answer That Came From Somewhere Else
• The Incident That Should Not Fire
• The Model That Knew Better
• The Sentence That Went Missing
• The Timeout Stack
• The Tool Server That Was Not There
• The Tool The Agent Could Not See
• The Trace That Lied
• The Vanishing Tool Result
• The Wrong Tool For The Question