Teaching
Guides I study from. Free to read, for engineers who ship AI.
Two free guides on retrieval and AI systems. Read them right here, or download the PDF.
PDFAIE
The RAG Compass
A visual, first principles guide to retrieval: one mental model that runs from a bare baseline to what the best companies ship in production.
Read it
PDFAIE
The AI Engineer's Handbook
A working guide to building AI systems that ship: retrieval, agents, evaluation, and everything around them.
Read it