Implement Knowledge Distillation from Scratch
(must-know to efficiently run ML models in production)
Lire
Model-Free Learning in RL
The full RL nanodegree, covered with implementation.
Lire
![[Hands-on] Building Custom Tools for AI Agents](https://substackcdn.com/image/fetch/$s_!4ztE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F738a9d0d-dc55-4b46-9146-0dabbbecfe9e_793x801.gif)
[Hands-on] Building Custom Tools for AI Agents
...explained with code.
Lire
Hermes Agent Masterclass
Everything you need to understand and customize Hermes Agent.
Lire
Claude Code's Architecture, explained visually!
6 layer harness, fully mapped out.
Lire
Bellman Equations and Dynamic Programming in RL
The full RL nanodegree, covered with implementation.
Lire
A Smarter Claude Model Burns More Tokens, Not Fewer!
...and how to fix it using Karpathy's context engineering principles.
Lire
Build Your Own 100% Local AI Second Brain
How the best builders in tech are all converging on AI second brains
Lire
Build a Deep Researcher That Beats OpenAI, Gemini, and Perplexity
...using a 100% open-source, self-hostable stack.
Lire
Train Classical ML Models on Large Datasets
Extend the Bagging objective to any ML algorithm.
Lire
5 Practical Defenses for Prompt Injection in LLMs
...explained visually, with usage.
Lire
Markov Decision Processes and Value Functions in RL
The full RL nanodegree, covered with implementation.
Lire