![[Hands-on] How to Build Your Own AI Company](https://substackcdn.com/image/fetch/$s_!gW4X!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ac8dbbb-b5a8-4d2e-b87d-b7648d9afe47_1582x1126.png)
[Hands-on] How to Build Your Own AI Company
100% local setup with open-source stack.
Lire
A Better Way To Build LLM-as-a-Judge Pipelines
...explained step-by-step with code.
Lire
Verifiable Rewards and GRPO in RL
The full RL nanodegree, covered with implementation.
Lire
Karpathy's Agentic Engineering Finally Has Proper Tooling
Build by Google, explained as step-by-step guide.
Lire
Prompt Engineering & Loop Engineering, Clearly Explained!
...covered with actual tradeoffs engineers should know.
Lire
The AI Engineering Master Stack for 2026!
...covered with full hands-on resources.
Lire
Speculation Is All You Need!
New technique delivers 4x faster LLM inference in production.
Lire
Loop Engineering, Clearly Explained!
(must-know to efficiently run ML models in production)
Lire
RLHF: Aligning Language Models with Human Feedback
The full RL nanodegree, covered with implementation.
Lire
[Hands-on] Build Your Own AI Avatar With Human-like Memory
(100% open-source, works in real-time)
Lire
Turn Any Website Into a Custom API in Claude Code
...explained as a step-by-step guide.
Lire
Hermes Kanban: Mission Control for your Agents
Demo on building a 4-agent software team.
Lire
![[Hands-on] Build a Real-Time Satellite Tracker with Claude Code](https://substackcdn.com/image/fetch/$s_!Sj_E!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2fe57076-a22a-447f-b030-9c886892fff0_1080x1080.png)
[Hands-on] Build a Real-Time Satellite Tracker with Claude Code
Backed by a production-grade time-series database.
Lire
Proximal Policy Optimization in RL
The full RL nanodegree, covered with implementation.
Lire