Book
Kubernetes Foundations
A practical book on running and configuring workloads on Kubernetes—from the Linux kernel up through Pods and Services—with clear diagrams and worked examples.
Chapters4 / 7
IntermediateKubernetesDevOps+2
Learning Resources
Notes from the desk, shelved by what they teach.
Three shelves. Each tile is a book or a guide, and every one opens to the same numbered index — so a section is always one click away.
- Shelves
- 3
- Live
- 6
- Chapters
- 4
01
Infrastructure & Cloud Native
Running workloads for real: Linux foundations, Kubernetes, storage, and platform operations.
- Kubernetes
- Linux
- Containers
- Platform engineering
1 live · 1 on the shelfHands-on tools
02
AI, ML & Agents
From classic ML and neural networks to transformer architectures, RAG, and agentic systems.
- Machine learning
- Deep learning
- LLMs
- RAG
- Agents
5 live · 5 on the shelfHands-on tools
Sketchbook
Model Sketchbook
Hand-inked digital notes for the models that matter — one page per shape, blue for explanation, red for what to remember. Built to grow into a shelf of a hundred.
Intermediate1 live · 9 on the shelfArchitecturesTransformers+2
Guide
Agentic Patterns for RAG
Enhance Retrieval-Augmented Generation with agency: query analysis, rewriting, multi-step retrieval, and self-evaluation.
Intermediate30 minRAGLLMs+2
Guide
Introduction to Machine Learning
The basics of machine learning: learning paradigms, common algorithms, and the end-to-end workflow.
Beginner5 hoursMLAI+1
Guide
Neural Networks Explained
The architecture and training of neural networks, from neurons and activations to backpropagation.
Intermediate4 hoursNeural NetworksDeep Learning+1
Guide
Practical NLP Applications
Building real-world natural language processing solutions with modern transformer models.
Advanced8 hoursNLPTransformers+1
03
Computer Science Fundamentals
The broad engineering base everything else sits on: networking, security, and the algorithms underneath.
- Networking
- Security
- Algorithms
0 live · 2 on the shelfHands-on tools
BookComing soon
Security Fundamentals
Threat modelling, authentication vs authorization, applied cryptography, OWASP basics, and software supply-chain hygiene.
IntermediateAppSecCrypto+2
BookComing soon
Networking Fundamentals
How bytes actually move: the TCP/IP stack, DNS, HTTP and TLS, load balancing, and debugging a request end to end.
BeginnerTCP/IPDNS+2