Post
Document Intelligence — Archive
Tools and methods for turning documents into structured, queryable knowledge
referenceMay 4, 2026
Blog
Long-form writing on the resources we curate. Why they matter, when to reach for them, and how to use them well.
Post
Build a Traversable Index
Two paths past the MECE wall - document-level and entity-level - share the same move: replace flat similarity with structure you can actually walk.
8 minMay 4, 2026
Post
The Course-as-Toolkit Format
A reusable spec for any 'X from scratch' curriculum, modeled on AI Engineering from Scratch
10 minApr 27, 2026
Path
The RAG Curriculum - Build Your Own AI Information Engine
For everyone from weekend hobbyists to people who want to understand how a real production RAG service actually works.
8 weeksApr 26, 2026
Path
Multimodal & Reasoning LLMs
From transformer intuition to training a small VLM and reading reasoning model papers
10 weeksApr 25, 2026
Path
Classical ML Mastery
From visualization to interpretability to time-series forecasting — the durable ML skills
10 weeksApr 18, 2026