Prove it that you learned it Hub

Prove it that you learned it Hub

High-quality reference pages for the core concepts + the interactive spaced-repetition tester.

Architecture & the Predictor Seam
The narrow waist that makes the entire collection composable and polyglot-ready.
LLM Prototypes Guide
The living reference for the entire collection.
Sampling Strategies
Why temperature alone is not enough, and how Top-k / Top-p actually work in practice.
The 9-Prototype Roadmap
Why each prototype exists, what it teaches, and the production stack it mirrors.
Active Recall Companion

The single-file Reflect and Attempt Quizz uses spaced repetition over the same concepts. Use the hosted reference pages for deep reading, then switch to the tester for deliberate practice.

Open the Tester