Complete Documentation Index
Documentation Index
Every page on the site, grouped by section and topic.
This is the complete listing of the site’s content. Each table row is one topic: the Overview column links the page that introduces the topic and orients you, and the Sub-pages column lists every focused page that goes deeper. Rows run roughly from introductory to advanced within each section.
For guided entry points, see Getting Started; for a picture of how topics depend on one another, see the Topic Map. The site search indexes the main hub and overview pages, so this index is the reliable way to find a specific sub-page.
| Section | What it covers | Hub |
|---|---|---|
| Technology | Containers, orchestration, cloud, IaC, version control, databases, networking, security | Technology Hub |
| Architecture & Operations | Distributed systems, APIs, event-driven design, observability, testing, performance | Distributed Systems Hub |
| AI & Machine Learning | ML theory and architectures, plus hands-on generative image models | AI Hub |
| Game Development & Graphics | Engines, rendering, shaders, multiplayer, XR | Game Development |
| Physics | Classical mechanics through quantum field theory, string theory, and computation | Physics Hub |
| Theory & Research | Graduate-level computer science and mathematics | Advanced Topics Hub |
| Reference | Cheat sheets and navigation aids | Quick Reference |
Technology
The software delivery stack, from the packets and rows beneath an application to the pipelines and clouds that run it. The Technology Hub suggests reading orders.
Infrastructure and DevOps
Version control
| Topic | Overview | Sub-pages |
|---|---|---|
| Git usage | Git Crash Course (learning path) · Git Command Reference (lookup) | Branching Strategies · Advanced Branching Techniques · Conflict Resolution & Recovery · Authentication & Access Control |
| Git internals | Git Internals | Object Model & Storage · Algorithms & Advanced Operations · Protocols, Packs & Performance |
Data
| Topic | Overview | Sub-pages |
|---|---|---|
| Databases | Database Crash Course · Database Design | Data Modeling & Normalization · Indexing & Query Execution · Transactions & Concurrency · Storage Engines & Recovery · ORMs & Data-Access Patterns · Schema Evolution & Migrations · Operations & Monitoring |
| Distributed and NoSQL data | Distributed & NoSQL Databases | NoSQL Data Models · Replication & Consensus · Distributed Transactions |
Networking and security
Quantum computing
| Topic | Overview | Sub-pages |
|---|---|---|
| Quantum computing | Quantum Computing Hub | Quantum Computing (qubits to hardware) · QM: Quantum Computing (the physics) · Quantum Algorithms Research (complexity and error correction) |
Architecture & Operations
How services communicate, stay correct under failure, and remain observable and fast in production.
| Topic | Overview | Sub-pages |
|---|---|---|
| Distributed systems | Distributed Systems Hub | Consensus & Coordination · Replication Strategies · Failure Detection & Gossip · Service Discovery & Configuration · Resilience Patterns · Client-Side Consistency & Sync · Microservices & Event-Driven Architecture · Observability · Testing & Chaos Engineering · Distributed Systems Theory |
| API design | API Design & Communication | REST · GraphQL · gRPC & Protocol Buffers · Async & Event-Driven APIs |
| Event-driven architecture | Event-Driven Architecture | Message Brokers & Streaming · Patterns: Sagas, CQRS & Event Sourcing |
| Observability | Observability | Metrics & Monitoring · Logging · Distributed Tracing |
| Software testing | Software Testing & QA | Unit & Integration · Advanced Strategies: Property-Based, Fuzz & Chaos |
| Performance | Performance Optimization | Algorithmic Optimization · CPU Profiling & Tuning · Memory Optimization · GPU Optimization · Network & I/O Optimization · Platform-Specific Tuning |
AI & Machine Learning
Two complementary tracks. The conceptual track under Technology explains how machine learning works, from a no-math introduction to learning theory. The generative AI track is hands-on: diffusion image models, the tools that drive them, and how to run them in production. The Artificial Intelligence Hub connects both.
Machine learning concepts
| Topic | Overview | Sub-pages |
|---|---|---|
| Introductions | AI Fundamentals (no math) | AI Deep Dive: Language Models & Transformers |
| Machine learning | AI & Machine Learning | ML Foundations · Core ML Algorithms · Loss Functions & Objectives · ML & Deep Learning · Deep Learning Architectures · Deep Learning Theory |
| Beyond supervised learning | Generative Models | Reinforcement Learning · Fine-Tuning & Transfer Learning · Frontier Research & Ethics · Advanced AI Mathematics |
Generative AI (diffusion models)
| Topic | Overview | Sub-pages |
|---|---|---|
| Foundations | AI/ML Hub | Stable Diffusion Fundamentals · Model Types Explained (checkpoints, LoRAs, VAEs, embeddings) · Output Formats: Image to 3D |
| Base models | Base Models Comparison | SDXL · Stable Diffusion 3 · FLUX · Pony & Community Fine-Tunes |
| Tools and control | ComfyUI Guide | ControlNet · Inpainting & Image Editing · LoRA Training · Advanced Techniques & Workflows |
| Production | Production Pipelines & Automation | Optimization & Performance · Model Compression · MLOps & Production |
Game Development & Graphics
| Topic | Overview | Sub-pages |
|---|---|---|
| Game development | Game Development | Multiplayer Networking · Procedural Content Generation · Game AI · UI/UX & Menu Architecture · Audio Design · Save Systems & Persistence · Testing & QA · Monetization & Business Models |
| Graphics | 3D Graphics & Rendering | Shader Programming · GPU Optimization |
| Engines and XR | Unreal Engine | VR & AR Development |
Physics
First-principles treatments that pair the formalism with physical intuition. Each topic’s overview page states its prerequisites; the Physics Hub suggests reading orders.
Classical physics
| Topic | Overview | Sub-pages |
|---|---|---|
| Classical mechanics | Classical Mechanics | Newtonian Mechanics & Conservation Laws · Oscillations & Waves · Lagrangian & Hamiltonian Mechanics · Rigid Body Dynamics · Chaos & Nonlinear Dynamics · Geometric Formalism · Computational Methods |
| Fluids | Fluid Mechanics | Finite Elements & Fluid Dynamics (numerical) |
| Thermodynamics | Thermodynamics | Advanced Topics |
| Statistical mechanics | Statistical Mechanics | Classical & Quantum Statistical Mechanics · Phase Transitions & Graduate Formalism |
Relativity and gravitation
| Topic | Overview | Sub-pages |
|---|---|---|
| Relativity | Relativity | Special Relativity · General Relativity · Tensor Formalism & the Field Equations · Black Holes · Gravitational Waves · Relativistic Cosmology · Graduate Topics · Toward Quantum Gravity |
Quantum physics
| Topic | Overview | Sub-pages |
|---|---|---|
| Quantum mechanics | Quantum Mechanics | States, Operators & Dynamics · Systems & Phenomena · Bell’s Theorem & Experimental Tests · Computing & Advanced Topics (sub-hub) · Advanced Formalism · Computational Methods · Quantum Computing · Research Frontiers |
| Quantum field theory | Quantum Field Theory | Canonical Quantization · Path Integrals & Methods · Renormalization & the RG · Gauge Theories & the Standard Model · Modern Frontiers |
| String theory | String Theory | D-Branes, Dualities & M-Theory · Graduate Formalism · Criticisms & Research Frontiers |
Matter and computation
Theory & Research
Graduate-level, proof-oriented pages. Each opens with its prerequisites and the intuition behind the formalism. The Advanced Topics Hub groups them into reading paths.
| Area | Pages |
|---|---|
| Computation and complexity | Automata Theory & Formal Languages · Computational Complexity Theory · Approximation Algorithms & Hardness |
| Information and security | Information & Coding Theory · Cryptography: Foundations & Post-Quantum |
| Mathematical structures | Category Theory & Type Theory · Topology & Geometry in Computation |
| Applied theory | Advanced AI Mathematics · Distributed Systems Theory · Quantum Algorithms Research |
Reference & Navigation
| Page | Use it for |
|---|---|
| Quick Reference Guide | Git, Docker, kubectl, and AWS CLI commands; physics constants and equations; Big-O tables; regex and pre-flight checklists |
| Getting Started | How the site is organized, page types, and starting points by role |
| Topic Map | Interactive prerequisite map and role-based reading paths |
| Search | Keyword search over the main hub and overview pages |