Andrew's Notebook

A reference-grade knowledge base for infrastructure, software, physics, and AI — from first principles to research depth.

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Find any topic across technology, physics, and AI/ML in seconds.

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Technology

Containers, orchestration, cloud, infrastructure-as-code, version control, networking, and security.
Docker · Kubernetes · AWS · Terraform · Git

AI / ML

Generative AI in depth: diffusion models, fine-tuning, visual workflows, and production techniques.
Stable Diffusion · LoRA · ComfyUI · ControlNet

Physics

From classical mechanics and thermodynamics to quantum field theory and string theory.
Mechanics · Quantum · Relativity · QFT

Advanced Research

Graduate-level theory: statistical learning, formal methods, and quantum algorithms.
AI Mathematics · Distributed Theory · Quantum Algorithms

Specialized Hubs

Curated deep-dive hubs spanning distributed systems, AI, and quantum computing.
Distributed Systems · AI Hub · Quantum Computing

Quick Reference

Command cheat sheets, physics formulas, complexity tables, and best-practice checklists.
Commands · Formulas · Big-O

For developers

For DevOps

For AI/ML

For physics

This notebook is continuously updated. For corrections or contributions, visit the GitHub repository.