Teaching
What I've learned, written down. Free guides for engineers who ship AI.
Handbooks, notes and videos on building real engineering systems, grouped by discipline. Read them right here, and grab the PDF if it earns a spot on your shelf.
PDFAIE
The RAG Compass
A visual, first principles masterclass on 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