Useful Resources

Content on the internet that I find interesting, might return to in the future, or useful for you!

AI/ML

  1. Machine Learning Roadmap - Daniel Bourke
  2. Programming Intel NPU
  3. 6.034 Artificial Intelligence, Fall 2010 - MIT
  4. Made With Machine Learning Course
  5. Stanford CS221 - Autumn 2025 Lectures
  6. Efficient Memory Management for Large Language Model Serving with PagedAttention
  7. Gaudi Architecture — Gaudi Documentation 1.23.0 documentation

Algorithms

  1. Leetcode Cheatsheet - jwl-7
  2. COS 423, SPRING 2018: Theory Of Algorithms - Kevin Wayne (Princeton University)

Blockchain

  1. The EVM Handbook
  2. Nader’s web3 Resources for Developers

Compiler Design

  1. Cal State Uni CS 151: Compiler Construction
  2. Compiler Explorer - GodBolt
  3. Havard Uni CS 153 2019 Fall
  4. Programming Well - Abstraction and Design In Computation

Computer Networking

  1. Computer Networking: A Top-Down Approach

Databases

  1. CMU - Intro to Database Systems
  2. Postgres Is Enough
  3. Redis is fast - I’ll cache in Postgres

DevOps & SRE

  1. Google SRE Books - Site Reliability Engineering fundamentals from Google
  2. The Phoenix Project - Gene Kim - DevOps principles in novel form
  3. The Twelve-Factor App - Methodology for building modern SaaS apps
  4. DevOps Roadmap - Step-by-step guide to becoming a DevOps engineer
  5. Continuous Delivery - Jez Humble - Reliable software releases through automation
  6. LocalhostConf 2023 - limistah’s Note

Digital Design & Computer Architecture

  1. Onur Mutlu - Digital Design and Computer Architecture: 2025
  2. Onur Mutlu - Digital Design and Computer Architecture: 2022
  3. Onur Mutlu - Digital Design and Computer Architecture: 2021

Distributed Systems

  1. MIT 6.824: Distributed Systems - Classic MIT course on distributed systems
  2. Distributed Systems - Martin Kleppmann - Lecture series from Cambridge
  3. Raft Consensus Visualization - Interactive visualization of the Raft algorithm
  4. Papers We Love - Distributed Systems - Curated collection of classic papers
  5. Designing Data-Intensive Applications - Kleppmann - The definitive guide to building distributed systems

Erlang

  1. Learn You Some Erlang - The best introduction to Erlang
  2. Erlang Documentation - Official - Official Erlang language docs
  3. Erlang Factory Videos - Conference talks on Erlang and BEAM
  4. The BEAM Book - Deep dive into the Erlang VM

Generic

  1. Challenging Projects Programmers Should Try
  2. A Paradigm Shift in Computer Science? - Tu Wien Informatics

Go

  1. Effective Go - Official - The definitive style guide from the Go team
  2. Go by Example - Hands-on introduction with annotated example programs
  3. Ultimate Go - Bill Kennedy - Deep dive into Go internals and design
  4. Concurrency Patterns - Rob Pike - Classic talk on Go concurrency
  5. GopherCon ‘25 Testing Workshop - Alex Rios
  6. Standard Library Walkthrough - In-depth exploration of Go’s stdlib

Home Lab

  1. Home Lab Act Series - David Zmick

JavaScript & Node.js

  1. JavaScript.info - Modern Tutorial - Comprehensive modern JavaScript tutorial
  2. You Don’t Know JS - Kyle Simpson - Deep dive into JavaScript mechanics
  3. Node.js Best Practices - Collection of Node.js best practices
  4. 33 JS Concepts - Leonardo Maldonado - Concepts every JavaScript developer should know
  5. V8 Blog - Under the Hood - How JavaScript engines work

Kubernetes & Container Orchestration

  1. Kubernetes Documentation - Official - Comprehensive official docs for K8s
  2. Kubernetes The Hard Way - Kelsey Hightower - Learn K8s internals by setting up a cluster manually
  3. KubeCon + CloudNativeCon Talks - Conference talks from the CNCF community
  4. Kubernetes Patterns - Red Hat - Design patterns for cloud-native apps
  5. CNCF Landscape - Overview of the cloud-native ecosystem
  6. Learn Kubernetes Security - Security best practices and resources

Life

  1. Coping with the Stress of Layoff and Unemployment
  2. Is Getting a Masters in CS Worth it
  3. Warren Buffett’s Final Letter, 2025
  4. The Science of Well-Being - In this course you will engage in a series of challenges designed to increase your own happiness and build more productive habits. As preparation for these t…

Logic

  1. Logic Tools

Neovim

  1. Learn Neovim The Practical Way

Open Source

  1. Open Source Contribution Guide - limistah’s Note
  2. Good First Issues dot Dev

Public Speaking

  1. CFP Template
  2. The Ultimate Guide to Memorable Talks
  3. Speaking IO
  4. On Conference Speaking - Hynek

Ruby

  1. Ruby Documentation - Official - Official Ruby language documentation
  2. Ruby Style Guide - Community-driven Ruby style guide
  3. RubyTapas - Avdi Grimm - Short screencasts on Ruby mastery
  4. Practicing Ruby - Gregory Brown - In-depth Ruby programming articles
  5. Ruby Weekly Newsletter - Weekly Ruby news and articles

Rust

  1. The Rust Book - Official - The comprehensive guide to learning Rust
  2. Rust by Example - Learn Rust through practical examples
  3. Rustlings - Interactive Exercises - Small exercises to get you used to reading and writing Rust
  4. Crust of Rust - Jon Gjengset - Intermediate Rust programming topics
  5. Awesome Rust - Curated list of Rust libraries and resources

Self Help/Learning

  1. Teach Yourself CS
  2. Open Source Society University - Computer Science

System Design

  1. System Cheatsheet - bhavul
  2. Kafka is fast – I’ll use Postgres

Systems Programming

  1. Berkeley: CS162 - Operating Systems and Systems Programming
  2. PintOS
  3. NachOS
  4. C & C++ programming notes - Ben Langmead
  5. Programming in C and C++ (2024/2025) - University of Cambridge

TMux

  1. TMux - Getting Started
  2. TMux - Cheatsheet

Writing

  1. Community Writer Programs