Skip to learning contentUnderstand the system.
Start with a business problem
Ideas you can put to work
Understand the system.
Then choose the tools.
A practical education in LLMs, RAG, MCP and agentic AI. Follow the evidence, explore the architecture, and learn how to approach the problems that matter at work.
From a problem to a defensible decision
01
Understand the problem
People, evidence, constraints
02
Choose an approach
Rules, retrieval, tools or agents
03
Design the boundaries
Permissions, cost, recovery
04
Prove that it works
Evaluation, failure cases, review
Use Cases ↗
Work through document-heavy and operational challenges, from invoice exceptions to controlled agent systems.
Understand a conceptArticles ↗
Clear explanations, original diagrams and deeper engineering detail, connected to the cases where they matter.