Learning paths through 110+ series
The blog has grown to over a thousand posts across 110+ in-depth series — each built from primary sources, from first principles. This is the guided map: pick a path and go deep. Prefer to browse everything? See the full series index.
Start with these flagship
If you only read two things, read these — the end-to-end path from prototype to production AI, and how to make it pay.
AI engineering & agents
Building real AI systems: agents, serving, retrieval, and the operations around them.
Forward-deployed, consulting & technical sales
Turning AI capability into deployed value — and winning the work. The practice behind my consulting.
AI / ML foundations
The theory beneath the tools, from first principles.
Security & governance
Building AI that passes review — security, and governance you can operate.
Languages & computer-science fundamentals
Deep, from-first-principles curricula in the languages and systems I build on.
Want the full catalog?
These are the highlights. Every series, tag, and archive is browsable from the blog.