Come into the workshop.

Each lab is a real problem. Read it, think, try it yourself, then open hints one at a time. The solution waits at the end.

2 entries

Trace a document through chunking, embeddings, retrieval, and grounded generation. Understand every boundary before adding a framework.

One problem. Two approaches. Learn to trade extra memory for a faster search—and explain exactly why it works.

Stuck on a concept? The lessons explain it slowly.

Learn alongside me.