Books & Guides
Interview-prep guides for data, ML, and AI engineering, plus a book on agentic coding — in active development.
guides
in progressHub for a family of interview-prep guides aimed at data-science, ML-engineering, and AI-engineering readers: a landing page, methodology, and about section, with per-guide companion repos plugged in as subroutes. The architecture keeps each guide independently releasable while sharing one branded shell. The custom domain (guides.brandon-behring.dev) is not yet bound, so the link is to the source repo.
Stack: Astro · MDX · Cloudflare Workers
What's next
Experimentation is the pilot guide; further guides on data fundamentals, ML systems, and AI engineering follow in Phase 1, then the custom domain is bound.
guides-experimentation (pilot)
in progressThe first companion guide for the hub: a practitioner treatment of experimentation — design, sample-size and power, variance reduction, sequential testing, and decision-making under cost asymmetry. Currently schema plus skeleton; the full chapter build lands in Phase 1.
Stack: Astro · MDX · book-scaffold-astro
What's next
Full multi-chapter MDX build in Phase 1, then deploys under the hub's /experimentation/ subroute.
Agentic Coding: Principles and Practices
in progressAn authored book on agentic coding — principles, patterns, and system design for AI-assisted development — written as a research artifact (decision log, bibliography) on top of the book-scaffold-astro template. It also serves as the scaffold's reference consumer.
Stack: Astro · MDX · TypeScript · book-scaffold-astro
What's next
Content build toward a v1.0; deploys to its own subdomain when ready and inherits the Provenance component.