Goodlinks
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Hamming - You and Your Research
Building blocks for theoretical cs
Teach Yourself Programming in Ten Years
How to write a good research paper
The Missing Semester of Your CS Education- Nand2Tetris
Teach Yourself Computer Science
OSSU Computer Science
CS DIY- Computer Science from the Bottom Up
How to Read a Paper
The Good Research Code Handbook
Computer Science Field Guide
Algorithms and theory
Algorithmica
Structure and Interpretation of Computer Programs
Why Functional Programming Matters- Algorithms by Jeff Erickson
- Open Data Structures
- The Algorithm Design Manual lectures
- Interactive Linear Algebra
- Immersive Linear Algebra
- Software Foundations
- An Infinitely Large Napkin
- A Science of Concurrent Programs
- The TLA+ Video Course
- Programming Language Foundations in Agda
- Practical Alloy
Algorithms for Decision Making
The HoTT Book
Delftse Foundations of Computation
Red Blob Games- Visualizing Algorithms
Systems, operating systems, and networking
Operating Systems: Three Easy Pieces
What every programmer should know about memory- The C10K problem
The Unix Programming Environment
The Little Book of Semaphores
Beej's Guide to Network Programming
The TCP/IP Guide- Computer Networking: Principles, Protocols and Practice
MIT 6.S081 Operating System Engineering
Ben Eater
The Art of Unix Programming
The Linux Programming Interface- xv6 book
- Linux Inside
- Operating Systems: From 0 to 1
- The Little Book About OS Development
High Performance Browser Networking
Netflix TechBlog
Discord Engineering
Meta Engineering
Tailscale Blog
Fly.io Blog
Oxide and Friends
Bryan Cantrill
Nelhage- MIT 6.5840: Distributed Systems
Stanford CS144: Introduction to Computer Networking
MIT 6.172: Performance Engineering of Software Systems
CMU 15-418/15-618: Parallel Computer Architecture and Programming
Dive into Systems- Stanford CS336: Language Modeling from Scratch
Putting the “You” in CPU
Databases and distributed systems
Select Star SQL
Distributed Systems Classics: Selected Papers in dist systems- Distributed Systems for Fun and Profit
- Designing Data-Intensive Applications notes
Readings in Database Systems
Database Internals resources
SQLite documentation
CMU Database Group
CMU 15-445 Database Systems
Use The Index, Luke
Modern SQL- Martin Kleppmann
Uber Engineering
LinkedIn Engineering
PlanetScale Engineering
TigerBeetle Blog- FoundationDB Blog
Materialize Blog
Cockroach Labs Blog
Marc Brooker- MIT 6.5840: Distributed Systems
- A Science of Concurrent Programs
Programming languages and compilers
Crafting Interpreters
Build your own Lisp- Programming Languages: Application and Interpretation
- Practical Foundations for Programming Languages
- Cornell CS 3110 textbook
- Essentials of Compilation
LLVM Kaleidoscope tutorial
Compiler Explorer
Lambda the Ultimate
Andrej Bauer: Mathematics and Computation- Existential Type
- Write You a Haskell
- Learn You a Haskell
- Real World Haskell
The Rust Book- The Rustonomicon
Go by Example
Effective Go- C++ Core Guidelines
What Color is Your Function?
Jane Street Tech Blog- Programming Language Foundations in Agda
Theorem Proving in Lean 4
Category Theory for Programmers
Machine learning and AI
- Mathematical foundations of dl book exercises
- A talk on superintelligence
gnn- The Bitter Lesson
- Neural Networks and Deep Learning
Colah's blog
Dive into Deep Learning- Deep Learning
- Understanding Deep Learning
- Probabilistic Machine Learning
- CS231n
- CS229
- fast.ai
Full Stack Deep Learning- The Matrix Calculus You Need For Deep Learning
Lil'Log- Jay Alammar
- Andrej Karpathy
Sebastian Raschka
Papers with Code
Airbnb Engineering & Data Science- Algorithms for Decision Making
Information Theory, Inference, and Learning Algorithms
Causal Inference for the Brave and True- Interpretable Machine Learning
- Speech and Language Processing
- Stanford CS336: Language Modeling from Scratch
Transformer Circuits
Math, statistics, and physics
Seeing Theory
3Blue1Brown: Essence of linear algebra
The Feynman Lectures on Physics- Mathematics for Machine Learning
- Introduction to Applied Linear Algebra
- Convex Optimization
- Linear Algebra Done Right
Terence Tao
BetterExplained
Math3ma
OpenIntro Statistics- Think Bayes
- Think Stats
- StatQuest
- The Joy of Cryptography
- Theorem Proving in Lean 4
- Information Theory, Inference, and Learning Algorithms
The Book of Statistical Proofs- Causal Inference for the Brave and True
- The HoTT Book
- Category Theory for Programmers
- Explained Visually
Security and cryptography
Graphics, visualization, and interactive explainers
- Scratchapixel
LearnOpenGL
Ray Tracing in One Weekend
The Book of Shaders
Bartosz Ciechanowski
Nicky Case
Observable- D3 gallery
Vega-Lite
The Pudding
Our World in Data- Delftse Foundations of Computation
- Red Blob Games
- Explained Visually
- Putting the “You” in CPU
The Debugging Book- Visualizing Algorithms
- Computer Science Field Guide
Software engineering and operations
Value Oriented Programming talks
Agentic Engineering Patterns
Suckless principles
The Architecture of Open Source Applications
Systems design explains the world- AOSA: The Performance of Open Source Applications
- Write yourself a Git
- Let's Build a Simple Database
Browser Engineering
The Twelve-Factor App
Google SRE books
Architecture Decision Records
Pro Git- Git from the Bottom Up
Stripe Engineering
Slack Engineering
GitHub Engineering
Shopify Engineering
Dropbox Tech Blog
Figma Engineering- TigerStyle!
Brandur Leach
Honeycomb Blog
Charity Majors
Will Larson
Gergely Orosz- MIT 6.172: Performance Engineering of Software Systems
- The TLA+ Video Course
- The Good Research Code Handbook
- Practical Alloy
- The Debugging Book
Papers, essays, and technical blogs
Paul Graham essays
Gwern
Papers We Love
Julia Evans
Aphyr- Dan Luu
Martin Fowler- Brendan Gregg
LWN
ACM Queue
Russ Cox
Eli Bendersky
Fabian Giesen
Null Program
Fabien Sanglard
Cloudflare blog
The Morning Paper
Joel on Software
Steve Yegge
Patrick McKenzie
Moxie Marlinspike- Simon Willison
- Stripe Engineering
- Netflix TechBlog
- Discord Engineering
- Slack Engineering
- GitHub Engineering
- Shopify Engineering
- Uber Engineering
- Airbnb Engineering & Data Science
- LinkedIn Engineering
- Meta Engineering
- Dropbox Tech Blog
- Figma Engineering
- Jane Street Tech Blog
- Tailscale Blog
- Fly.io Blog
- PlanetScale Engineering
- TigerBeetle Blog
- FoundationDB Blog
- Materialize Blog
- Cockroach Labs Blog
- TigerStyle!
- Oxide and Friends
- Bryan Cantrill
- Marc Brooker
- Nelhage
- Brandur Leach
- Honeycomb Blog
- Charity Majors
- Will Larson
- Gergely Orosz
Antirez
Scattered Thoughts
Hillel Wayne
John Carmack archive- Transformer Circuits