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I use it to have a personal log of good stuff I discover while wandering about in the web. While perusing the vast array of articles, books, videos, etc. linked, one must keep in mind that the focus of learning to code [1] should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern software, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [2] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [3] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [4] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [5] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on the backend, Angular vs React on the frontend), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [6] . Undoubtedly, this crafting or artistic view [7] of the act of programming implies a longer (lifelong [8] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\"[^10]. In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Jamis Buck, LEGOs, Play-Doh, and Programming antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! From the Transistor to the Web Browser Learn How Computers Work","breadcrumbs":"Teaching Yourself CS » Teaching Yourself CS","id":"1","title":"Teaching Yourself CS"},"10":{"body":"A beginner's guide to building DevOps pipelines with open source tools Cloud Application Platform vs Container as a Service vs VM hosted application Containers and Orchestration: What is a container image? Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm KubeAcademy WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku What is Object storage? Kim et al., The DevOps Handbook. How to Create World-Class Agility, Reliability, and Security in Technology Organizations Eisele and Vinto, Modernizing Enterprise Java. A Concise Cloud Native Guide for Developers The cloudy layers of modern-day programming Free for Developers","breadcrumbs":"Cloud Computing, Containers & DevOps » Cloud Computing, Containers & DevOps","id":"10","title":"Cloud Computing, Containers & DevOps"},"11":{"body":"The Cloud Is a Prison Local-first software Some notes on Local-First Development An Interactive Intro to CRDTs Local-first Web Development","breadcrumbs":"Local-First » Local-First","id":"11","title":"Local-First"},"12":{"body":"API authentication and authorization HTTP Security Headers An Introduction to OAuth 2 Identity, Claims, & Tokens. An OpenID Connect Primer: 1 , 2 , 3 jwt.io Awesome Web Security Awesome McDonald, Web Security for Developers Zalewski, Tangled Web. A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) See this page fetch itself, byte by byte, over TLS The Illustrated TLS 1.3 Connection the cryptopals crypto challenges Flipper Zero HTB Cybersecurity Courses Anatomy of a GPG Key","breadcrumbs":"Security » Security","id":"12","title":"Security"},"13":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis Protohackers. Server programming challenge SRE books Web Technology for Developers Web Browser Engineering HTTP Toolkit SSL Termination Web Scraping Four Ways to Build Web Apps The Web's Next Transition The Future of Web Software Is HTML-over-WebSockets How to Port Forward on Your Router Self hosting in 2023 All software is web software now How Did I Get Here? Who Controls the Internet? And should they? Web Development History. Internet history for the technically curious The Web’s Grain The small web is beautiful The \"Cheap\" Web Poor Man's Web Web Design Museum The Whimsical Web The Web Is Fucked The Web We Lost, and The Web We Must Rebuild Ethernet For Hackers: The Very Basics TCP Puzzlers","breadcrumbs":"Networking, Web & Browsers » Networking, Web & Browsers","id":"13","title":"Networking, Web & Browsers"},"14":{"body":"Learn to Code HTML & CSS 180 websites in 180 days htmldog Learn Web Development Responsive Web Design The Modern JavaScript Tutorial Four Eras of JavaScript Frameworks Move over JavaScript: Back-end languages are coming to the front-end Visual design rules you can safely follow every time CSS Selectors: A Visual Guide Can I use? SVG Tutorial ngrok, lvh.me and nip.io: A Trilogy for Local Development and Testing Weird HTML Hacks Web design inspiration catalog Learn CSS Layout JSON Canvas","breadcrumbs":"HTML, CSS & JS » HTML & CSS & JS","id":"14","title":"HTML & CSS & JS"},"15":{"body":"What is GNU/Linux? Unix wars Unix philosophy Introduction to Bash Bash Guide for Beginners Survival guide for Unix newbies Settling into Unix Shell programming with bash: by example, by counter-example Sculpting text with regex, grep, sed, awk, emacs and vim RegexOne. Learn Regular Expressions with simple, interactive exercises Vim for Humans Pro Git The Art Of Scripting HTTP Requests Using Curl How I use cron in Linux Getting started with tmux Tmux for mere mortals Hausenblas, Learning Modern Linux. A Handbook for the Cloud Native Practitioner Linux Hardening Guide Linux Survival Linux Journey Learn Git Branching Vim Adventures Unix for Poets The Unix Game Awesome UNIX® Cool, but obscure Unix tools Cool, but obscure X11 tools Linux Kernel Map Programming the Kernel with eBPF Introduction to immutable Linux systems An overview of Nix in practice Linux Network Performance Ultimate Guide","breadcrumbs":"UNIX/Linux » UNIX/Linux","id":"15","title":"UNIX/Linux"},"16":{"body":"What Does It Take to Make a Kernel? Core Knowledge That Modern Linux Kernel Developer Should Have A Beginner’s Guide to Linux Kernel Development (LFD103) Getting started with Linux kernel development Linux From Scratch Think OS. A Brief Introduction to Operating Systems Computer Systems: A Programmer's Perspective Dive into Systems Kernighan and Pike, The Unix Programming Environment Kerrisk, The Linux Programming Interface Rubini, Linux Device Drivers Love, Linux System Programming Bovet and Cesati, Understanding the Linux Kernel Kernelnewbies The Linux Kernel documentation The Linux Kernel Module Programming Guide Linux Kernel Teaching Learning operating system development using Linux kernel and Raspberry Pi Beej's Guide to C Programming Cosmopolitan Libc Specific topics: How much memory my program uses or the tale of working set size A Brief Introduction to termios: termios(3) and stty","breadcrumbs":"System Programming » System Programming","id":"16","title":"System Programming"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch Build Your Own Search Engine A search engine in 80 lines of Python Build Your Own Docker The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Writing a C compiler in 500 lines of Python Statically Recompiling NES Games into Native Executables with LLVM and Go A slack clone in 5 lines of bash NTP Implementation in Elixir A minimal operating system (2K LOC) on QEMU and a RISC-V board Writing a package manager Bare Metal Space Invaders Hypervisor From Scratch Writing a Debugger From Scratch Green Threads Explained Let’s Learn How Modern JavaScript Frameworks Work by Building One Writing a File System From Scratch Building Git Building an LLM from scratch Let's Build a Compiler by Jack Crenshaw Writing a simple JSON parser Let’s Build A Simple Interpreter Build Your Own SMTP Server in Go Other lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes Hashing","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Learn electronics by practice Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast LibrePCB Practical Guide to Radio-Frequency Analysis and Design Beginners Guide to Building a Hardware Hacking Lab SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes Hardware Hacking Assembly Language Adventures Post-apocalyptic programming A Journey in Creating an Operating System Kernel Game Boy Dev Game Boy / Color Architecture Learning FPGA, yosys, nextpnr, and RISC-V The Retro Web Linux User/Kernel ABI: the realities of how C and C++ programs really talk to the OS Learning about PCI-e Introduction to Bluetooth Low Energy NASM Tutorial Operating Systems: Three Easy Pieces","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"Go Rust Zig C & C++ Lua Java & Kotlin & Scala Python Ruby & Crystal Nim Erlang & elixir Haskell","breadcrumbs":"Programming Languages » Programming Languages","id":"2","title":"Programming Languages"},"20":{"body":"What is Free Software? The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? Open Source Ecology iFixit Repair Manifesto Right to Repair RepairCafé FOSDEM Don't sign a CLA The Good Parts of Open Source When Open Becomes Opaque: The Changing Face of Open-Source Hardware Companies \"Open\" \"AI\" isn't Protocols, Not Platforms","breadcrumbs":"Open Source, DIY & Right to Repair » FOSS, DIY & Right to Repair","id":"20","title":"FOSS, DIY & Right to Repair"},"21":{"body":"An Introduction to Reverse Engineering Reverse Engineering For Everyone! decomp.me triq.org In the wild: Reverse engineering Bluetooth LE LED light controllers, or How I Bricked My Christmas Lights Hacking my \"smart\" toothbrush Reversing UK mobile rail tickets How I Hacked My Car Discovering that your Bluetooth car battery monitor is siphoning up your location data Hacking IKEA Reverse engineering a car key fob signal","breadcrumbs":"Reverse Engineering » Reverse Engineering","id":"21","title":"Reverse Engineering"},"22":{"body":"Kun, A Programmer's Introduction to Mathematics Mathematics for the adventurous self-learner 3Blue1Brown Khan Academy Interactive Linear Algebra Seeing Theory. A Visual Introduction to Probability and Statistics Fundamental Math for Game Developers Category Theory Illustrated Beautiful Symmetry. A Coloring Book About Math Arithmetic in Computer Hardware Geometry for Programmers Linear Algebra for Programmers Open Textbooks","breadcrumbs":"Math » Math","id":"22","title":"Math"},"23":{"body":"Python Notebooks for Fundamentals of Music Processing","breadcrumbs":"Music » Music","id":"23","title":"Music"},"24":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, Introduction to Natural Language Processing Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library Neural networks from scratch LLM Visualization The Annotated Transformer Markov Chains are the Original Language Models A Visual Guide to Vision Transformers Ilya Sutskever's Reading List","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"24","title":"Machine Learning and Deep Learning"},"25":{"body":"Git: Oh Shit, Git!?! Confusing git terminology How to Write a Git Commit Message Organizing multiple Git identities Conditional Git Configuration Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Absolute Minimum Every Software Developer Must Know About Unicode in 2023 (Still No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Bit Math Floating Point Math Float Toy Onboarding floating-point RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Interoperability: A Guide to POSIX Use the XDG Base Directory Specification! Linux: Optimizing Linux for Slow Computers Linux Hardening Guide Libraries Choose Boring Technology Testing: Modern Best Practices for Testing in Java Software Design: The Grug Brained Developer. A layman's guide to thinking like the self-aware smol brained CLI: Command Line Interface Guidelines Anti-patterns: Interface Pollution Code Formatting: EditorConfig HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for Mediocre Engineer’s guide to HTTPS REST APIs: OpenAPI Specification Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Browser: 67 Weird Debugging Tricks Your Browser Doesn't Want You to Know Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Architecture Antipatterns Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory Performance: Latency Numbers Every Programmer Should Know Good performance is not just big O Linux Performance Zero-copy Data Compression: Zip Files: History, Explanation and Implementation Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language Compiler Explorer Favorite compiler and interpreter resources Laws, Principles and Mantra: Programming Principles The Law of Leaky Abstractions Conway's law Make It Work Make It Right Make It Fast What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Behind \"Hello World\" on Linux How Things Work: Putting the “You” in CPU How Browsers Work Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming CS Theory: Great Ideas in Theoretical Computer Science Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious What scientists must know about hardware to write fast code Why do arrays start at 0? Do you know how much your computer can do in a second?","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"25","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"26":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. Advanced Programming In The Unix Environment Bach, The Design Of The Unix Operating System Lyons, A Commentary on the UNIX Operating System Knuth, Patashnik, and Graham, Concrete Mathematics: A Foundation for Computer Science Knuth, The Art of Computer Programming Bishop, Pattern Recognition and Machine Learning Norvig, Paradigms of Artificial Intelligence Programming Jurafsky and Martin, Speech and Language Processing (3rd ed., draft) (SLP3) Norvig and Russel, Artificial Intelligence: A Modern Approach Snyder, Nemeth, Whaley, Hein, Mackin, UNIX and Linux System Administration Handbook Kerrisk, The Linux Programming Interface Brendan, Systems Performance: Enterprise and the Cloud Kleppmann, Designing Data-Intensive Applications Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work","breadcrumbs":"Classics & Bibles » Classics & Bibles","id":"26","title":"Classics & Bibles"},"27":{"body":"LEGOs, Play-Doh, and Programming What Color is Your Function?","breadcrumbs":"Essays » Essays","id":"27","title":"Essays"},"28":{"body":"List of pioneers in computer science Computing History Hub Emerson, Reading Writing Interfaces. From the Digital to the Bookbound The Backbone The History of the Graphical User Interface - 1945 to 1980 PAPERCRAFT MODELS Computer Science academic papers selected by the Fermat’s Library Journal Club Oral History of Federico Faggin Broca, Utopie du logiciel libre. Du bricolage informatique à la réinvention sociale (cfr. Utopia del Software Libero ) Himanen, The Hacker Ethic and the Spirit of the Information Age ESR, How To Become A Hacker The Glider: A Universal Hacker Emblem The Conscience of a Hacker Whole Earth Index The Lonely Work of Moderating Hacker News ESR, The Cathedral & the Bazaar Kernighan, UNIX: A History and a Memoir Kernighan, Understanding the Digital World: What You Need to Know about Computers, the Internet, Privacy, and Security Williams, Free as in Freedom: Richard Stallman's Crusade for Free Software Torvalds, Just for Fun Knuth, Things a Computer Scientist Rarely Talks About Levy, Hackers: Heroes of the Computer Revolution Kidder, The Soul of a New Machine Hafner, Where wizards stay up late Waldrop, The Dream Machine: Licklider and the Revolution That Made Computing Personal Rheingold, Tools for Thought. 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I use it to have a personal log of good stuff I discover while wandering about in the web. While perusing the vast array of articles, books, videos, etc. linked, one must keep in mind that the focus of learning to code [1] should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern software, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [2] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [3] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [4] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [5] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on the backend, Angular vs React on the frontend), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [6] . Undoubtedly, this crafting or artistic view [7] of the act of programming implies a longer (lifelong [8] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\"[^10]. In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Jamis Buck, LEGOs, Play-Doh, and Programming antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! From the Transistor to the Web Browser Learn How Computers Work","breadcrumbs":"Teaching Yourself CS » Teaching Yourself CS","id":"1","title":"Teaching Yourself CS"},"10":{"body":"A beginner's guide to building DevOps pipelines with open source tools Cloud Application Platform vs Container as a Service vs VM hosted application Containers and Orchestration: What is a container image? Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm KubeAcademy WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku What is Object storage? Kim et al., The DevOps Handbook. How to Create World-Class Agility, Reliability, and Security in Technology Organizations Eisele and Vinto, Modernizing Enterprise Java. A Concise Cloud Native Guide for Developers The cloudy layers of modern-day programming Free for Developers","breadcrumbs":"Cloud Computing, Containers & DevOps » Cloud Computing, Containers & DevOps","id":"10","title":"Cloud Computing, Containers & DevOps"},"11":{"body":"The Cloud Is a Prison Local-first software Some notes on Local-First Development An Interactive Intro to CRDTs Local-first Web Development","breadcrumbs":"Local-First » Local-First","id":"11","title":"Local-First"},"12":{"body":"API authentication and authorization HTTP Security Headers An Introduction to OAuth 2 Identity, Claims, & Tokens. An OpenID Connect Primer: 1 , 2 , 3 jwt.io Awesome Web Security Awesome McDonald, Web Security for Developers Zalewski, Tangled Web. A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) See this page fetch itself, byte by byte, over TLS The Illustrated TLS 1.3 Connection the cryptopals crypto challenges Flipper Zero HTB Cybersecurity Courses Anatomy of a GPG Key","breadcrumbs":"Security » Security","id":"12","title":"Security"},"13":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis Protohackers. Server programming challenge SRE books Web Technology for Developers Web Browser Engineering HTTP Toolkit SSL Termination Web Scraping Four Ways to Build Web Apps The Web's Next Transition The Future of Web Software Is HTML-over-WebSockets How to Port Forward on Your Router Self hosting in 2023 All software is web software now How Did I Get Here? Who Controls the Internet? And should they? Web Development History. Internet history for the technically curious The Web’s Grain The small web is beautiful The \"Cheap\" Web Poor Man's Web Web Design Museum The Whimsical Web The Web Is Fucked The Web We Lost, and The Web We Must Rebuild Ethernet For Hackers: The Very Basics TCP Puzzlers","breadcrumbs":"Networking, Web & Browsers » Networking, Web & Browsers","id":"13","title":"Networking, Web & Browsers"},"14":{"body":"Learn to Code HTML & CSS 180 websites in 180 days htmldog Learn Web Development Responsive Web Design The Modern JavaScript Tutorial Four Eras of JavaScript Frameworks Move over JavaScript: Back-end languages are coming to the front-end Visual design rules you can safely follow every time CSS Selectors: A Visual Guide Can I use? SVG Tutorial ngrok, lvh.me and nip.io: A Trilogy for Local Development and Testing Weird HTML Hacks Web design inspiration catalog Learn CSS Layout JSON Canvas","breadcrumbs":"HTML, CSS & JS » HTML & CSS & JS","id":"14","title":"HTML & CSS & JS"},"15":{"body":"What is GNU/Linux? Unix wars Unix philosophy Introduction to Bash Bash Guide for Beginners Survival guide for Unix newbies Settling into Unix Shell programming with bash: by example, by counter-example Sculpting text with regex, grep, sed, awk, emacs and vim RegexOne. Learn Regular Expressions with simple, interactive exercises Vim for Humans Pro Git The Art Of Scripting HTTP Requests Using Curl How I use cron in Linux Getting started with tmux Tmux for mere mortals Hausenblas, Learning Modern Linux. A Handbook for the Cloud Native Practitioner Linux Hardening Guide Linux Survival Linux Journey Learn Git Branching Vim Adventures Unix for Poets The Unix Game Awesome UNIX® Cool, but obscure Unix tools Cool, but obscure X11 tools Linux Kernel Map Programming the Kernel with eBPF Introduction to immutable Linux systems An overview of Nix in practice Linux Network Performance Ultimate Guide","breadcrumbs":"UNIX/Linux » UNIX/Linux","id":"15","title":"UNIX/Linux"},"16":{"body":"What Does It Take to Make a Kernel? Core Knowledge That Modern Linux Kernel Developer Should Have A Beginner’s Guide to Linux Kernel Development (LFD103) Getting started with Linux kernel development Linux From Scratch Think OS. A Brief Introduction to Operating Systems Computer Systems: A Programmer's Perspective Dive into Systems Kernighan and Pike, The Unix Programming Environment Kerrisk, The Linux Programming Interface Rubini, Linux Device Drivers Love, Linux System Programming Bovet and Cesati, Understanding the Linux Kernel Kernelnewbies The Linux Kernel documentation The Linux Kernel Module Programming Guide Linux Kernel Teaching Learning operating system development using Linux kernel and Raspberry Pi Beej's Guide to C Programming Cosmopolitan Libc Specific topics: How much memory my program uses or the tale of working set size A Brief Introduction to termios: termios(3) and stty","breadcrumbs":"System Programming » System Programming","id":"16","title":"System Programming"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch Build Your Own Search Engine A search engine in 80 lines of Python Build Your Own Docker The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Writing a C compiler in 500 lines of Python Statically Recompiling NES Games into Native Executables with LLVM and Go A slack clone in 5 lines of bash NTP Implementation in Elixir A minimal operating system (2K LOC) on QEMU and a RISC-V board Writing a package manager Bare Metal Space Invaders Hypervisor From Scratch Writing a Debugger From Scratch Green Threads Explained Let’s Learn How Modern JavaScript Frameworks Work by Building One Writing a File System From Scratch Building Git Building an LLM from scratch Let's Build a Compiler by Jack Crenshaw Writing a simple JSON parser Let’s Build A Simple Interpreter Build Your Own SMTP Server in Go Other lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes Hashing","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Learn electronics by practice Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast LibrePCB Practical Guide to Radio-Frequency Analysis and Design Beginners Guide to Building a Hardware Hacking Lab SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes Hardware Hacking Assembly Language Adventures Post-apocalyptic programming A Journey in Creating an Operating System Kernel Game Boy Dev Game Boy / Color Architecture Learning FPGA, yosys, nextpnr, and RISC-V The Retro Web Linux User/Kernel ABI: the realities of how C and C++ programs really talk to the OS Learning about PCI-e Introduction to Bluetooth Low Energy NASM Tutorial Operating Systems: Three Easy Pieces","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"Go Rust Zig C & C++ Lua Java & Kotlin & Scala Python Ruby & Crystal Nim Erlang & elixir Haskell","breadcrumbs":"Programming Languages » Programming Languages","id":"2","title":"Programming Languages"},"20":{"body":"What is Free Software? The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? Open Source Ecology iFixit Repair Manifesto Right to Repair RepairCafé FOSDEM Don't sign a CLA The Good Parts of Open Source When Open Becomes Opaque: The Changing Face of Open-Source Hardware Companies \"Open\" \"AI\" isn't Protocols, Not Platforms","breadcrumbs":"Open Source, DIY & Right to Repair » FOSS, DIY & Right to Repair","id":"20","title":"FOSS, DIY & Right to Repair"},"21":{"body":"An Introduction to Reverse Engineering Reverse Engineering For Everyone! decomp.me triq.org In the wild: Reverse engineering Bluetooth LE LED light controllers, or How I Bricked My Christmas Lights Hacking my \"smart\" toothbrush Reversing UK mobile rail tickets How I Hacked My Car Discovering that your Bluetooth car battery monitor is siphoning up your location data Hacking IKEA Reverse engineering a car key fob signal","breadcrumbs":"Reverse Engineering » Reverse Engineering","id":"21","title":"Reverse Engineering"},"22":{"body":"Kun, A Programmer's Introduction to Mathematics Mathematics for the adventurous self-learner 3Blue1Brown Khan Academy Interactive Linear Algebra Seeing Theory. A Visual Introduction to Probability and Statistics Fundamental Math for Game Developers Category Theory Illustrated Beautiful Symmetry. A Coloring Book About Math Arithmetic in Computer Hardware Geometry for Programmers Linear Algebra for Programmers Open Textbooks","breadcrumbs":"Math » Math","id":"22","title":"Math"},"23":{"body":"Python Notebooks for Fundamentals of Music Processing","breadcrumbs":"Music » Music","id":"23","title":"Music"},"24":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, Introduction to Natural Language Processing Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library Neural networks from scratch LLM Visualization The Annotated Transformer Markov Chains are the Original Language Models A Visual Guide to Vision Transformers Ilya Sutskever's Reading List","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"24","title":"Machine Learning and Deep Learning"},"25":{"body":"Git: Oh Shit, Git!?! Confusing git terminology How to Write a Git Commit Message Organizing multiple Git identities Conditional Git Configuration Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Absolute Minimum Every Software Developer Must Know About Unicode in 2023 (Still No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Bit Math Floating Point Math Float Toy Onboarding floating-point RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Interoperability: A Guide to POSIX Use the XDG Base Directory Specification! Linux: Optimizing Linux for Slow Computers Linux Hardening Guide Libraries Choose Boring Technology Testing: Modern Best Practices for Testing in Java Software Design: The Grug Brained Developer. A layman's guide to thinking like the self-aware smol brained CLI: Command Line Interface Guidelines Anti-patterns: Interface Pollution Code Formatting: EditorConfig HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for Mediocre Engineer’s guide to HTTPS REST APIs: OpenAPI Specification Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Browser: 67 Weird Debugging Tricks Your Browser Doesn't Want You to Know Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Architecture Antipatterns Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory Performance: Latency Numbers Every Programmer Should Know Good performance is not just big O Linux Performance Zero-copy Data Compression: Zip Files: History, Explanation and Implementation Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language Compiler Explorer Favorite compiler and interpreter resources Laws, Principles and Mantra: Programming Principles The Law of Leaky Abstractions Conway's law Make It Work Make It Right Make It Fast What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Behind \"Hello World\" on Linux How Things Work: Putting the “You” in CPU How Browsers Work Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming CS Theory: Great Ideas in Theoretical Computer Science Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious What scientists must know about hardware to write fast code Why do arrays start at 0? Do you know how much your computer can do in a second?","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"25","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"26":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. Advanced Programming In The Unix Environment Bach, The Design Of The Unix Operating System Lyons, A Commentary on the UNIX Operating System Knuth, Patashnik, and Graham, Concrete Mathematics: A Foundation for Computer Science Knuth, The Art of Computer Programming Bishop, Pattern Recognition and Machine Learning Norvig, Paradigms of Artificial Intelligence Programming Jurafsky and Martin, Speech and Language Processing (3rd ed., draft) (SLP3) Norvig and Russel, Artificial Intelligence: A Modern Approach Snyder, Nemeth, Whaley, Hein, Mackin, UNIX and Linux System Administration Handbook Kerrisk, The Linux Programming Interface Brendan, Systems Performance: Enterprise and the Cloud Kleppmann, Designing Data-Intensive Applications Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work","breadcrumbs":"Classics & Bibles » Classics & Bibles","id":"26","title":"Classics & Bibles"},"27":{"body":"LEGOs, Play-Doh, and Programming What Color is Your Function?","breadcrumbs":"Essays » Essays","id":"27","title":"Essays"},"28":{"body":"List of pioneers in computer science Computing History Hub Emerson, Reading Writing Interfaces. From the Digital to the Bookbound The Backbone The History of the Graphical User Interface - 1945 to 1980 PAPERCRAFT MODELS Computer Science academic papers selected by the Fermat’s Library Journal Club Oral History of Federico Faggin Broca, Utopie du logiciel libre. Du bricolage informatique à la réinvention sociale (cfr. 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I use it to have a personal log of good stuff I discover while wandering about in the web. While perusing the vast array of articles, books, videos, etc. linked, one must keep in mind that the focus of learning to code [1] should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern software, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [2] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [3] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [4] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [5] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on the backend, Angular vs React on the frontend), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [6] . Undoubtedly, this crafting or artistic view [7] of the act of programming implies a longer (lifelong [8] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\"[^10]. In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Jamis Buck, LEGOs, Play-Doh, and Programming antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! From the Transistor to the Web Browser Learn How Computers Work","breadcrumbs":"Teaching Yourself CS » Teaching Yourself CS","id":"1","title":"Teaching Yourself CS"},"10":{"body":"A beginner's guide to building DevOps pipelines with open source tools Cloud Application Platform vs Container as a Service vs VM hosted application Containers and Orchestration: What is a container image? Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm KubeAcademy WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku What is Object storage? Kim et al., The DevOps Handbook. How to Create World-Class Agility, Reliability, and Security in Technology Organizations Eisele and Vinto, Modernizing Enterprise Java. A Concise Cloud Native Guide for Developers The cloudy layers of modern-day programming Free for Developers","breadcrumbs":"Cloud Computing, Containers & DevOps » Cloud Computing, Containers & DevOps","id":"10","title":"Cloud Computing, Containers & DevOps"},"11":{"body":"The Cloud Is a Prison Local-first software Some notes on Local-First Development An Interactive Intro to CRDTs Local-first Web Development","breadcrumbs":"Local-First » Local-First","id":"11","title":"Local-First"},"12":{"body":"API authentication and authorization HTTP Security Headers An Introduction to OAuth 2 Identity, Claims, & Tokens. An OpenID Connect Primer: 1 , 2 , 3 jwt.io Awesome Web Security Awesome McDonald, Web Security for Developers Zalewski, Tangled Web. A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) See this page fetch itself, byte by byte, over TLS The Illustrated TLS 1.3 Connection the cryptopals crypto challenges Flipper Zero HTB Cybersecurity Courses Anatomy of a GPG Key","breadcrumbs":"Security » Security","id":"12","title":"Security"},"13":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis Protohackers. Server programming challenge SRE books Web Technology for Developers Web Browser Engineering HTTP Toolkit SSL Termination Web Scraping Four Ways to Build Web Apps The Web's Next Transition The Future of Web Software Is HTML-over-WebSockets How to Port Forward on Your Router Self hosting in 2023 All software is web software now How Did I Get Here? Who Controls the Internet? And should they? Web Development History. Internet history for the technically curious The Web’s Grain The small web is beautiful The \"Cheap\" Web Poor Man's Web Web Design Museum The Whimsical Web The Web Is Fucked The Web We Lost, and The Web We Must Rebuild Ethernet For Hackers: The Very Basics TCP Puzzlers","breadcrumbs":"Networking, Web & Browsers » Networking, Web & Browsers","id":"13","title":"Networking, Web & Browsers"},"14":{"body":"Learn to Code HTML & CSS 180 websites in 180 days htmldog Learn Web Development Responsive Web Design The Modern JavaScript Tutorial Four Eras of JavaScript Frameworks Move over JavaScript: Back-end languages are coming to the front-end Visual design rules you can safely follow every time CSS Selectors: A Visual Guide Can I use? SVG Tutorial ngrok, lvh.me and nip.io: A Trilogy for Local Development and Testing Weird HTML Hacks Web design inspiration catalog Learn CSS Layout JSON Canvas","breadcrumbs":"HTML, CSS & JS » HTML & CSS & JS","id":"14","title":"HTML & CSS & JS"},"15":{"body":"What is GNU/Linux? Unix wars Unix philosophy Introduction to Bash Bash Guide for Beginners Survival guide for Unix newbies Settling into Unix Shell programming with bash: by example, by counter-example Sculpting text with regex, grep, sed, awk, emacs and vim RegexOne. Learn Regular Expressions with simple, interactive exercises Vim for Humans Pro Git The Art Of Scripting HTTP Requests Using Curl How I use cron in Linux Getting started with tmux Tmux for mere mortals Hausenblas, Learning Modern Linux. A Handbook for the Cloud Native Practitioner Linux Hardening Guide Linux Survival Linux Journey Learn Git Branching Vim Adventures Unix for Poets The Unix Game Awesome UNIX® Cool, but obscure Unix tools Cool, but obscure X11 tools Linux Kernel Map Programming the Kernel with eBPF Introduction to immutable Linux systems An overview of Nix in practice Linux Network Performance Ultimate Guide","breadcrumbs":"UNIX/Linux » UNIX/Linux","id":"15","title":"UNIX/Linux"},"16":{"body":"What Does It Take to Make a Kernel? Core Knowledge That Modern Linux Kernel Developer Should Have A Beginner’s Guide to Linux Kernel Development (LFD103) Getting started with Linux kernel development Linux From Scratch Think OS. A Brief Introduction to Operating Systems Computer Systems: A Programmer's Perspective Dive into Systems Kernighan and Pike, The Unix Programming Environment Kerrisk, The Linux Programming Interface Rubini, Linux Device Drivers Love, Linux System Programming Bovet and Cesati, Understanding the Linux Kernel Kernelnewbies The Linux Kernel documentation The Linux Kernel Module Programming Guide Linux Kernel Teaching Learning operating system development using Linux kernel and Raspberry Pi Beej's Guide to C Programming Cosmopolitan Libc Specific topics: How much memory my program uses or the tale of working set size A Brief Introduction to termios: termios(3) and stty","breadcrumbs":"System Programming » System Programming","id":"16","title":"System Programming"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch Build Your Own Search Engine A search engine in 80 lines of Python Build Your Own Docker The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Writing a C compiler in 500 lines of Python Statically Recompiling NES Games into Native Executables with LLVM and Go A slack clone in 5 lines of bash NTP Implementation in Elixir A minimal operating system (2K LOC) on QEMU and a RISC-V board Writing a package manager Bare Metal Space Invaders Hypervisor From Scratch Writing a Debugger From Scratch Green Threads Explained Let’s Learn How Modern JavaScript Frameworks Work by Building One Writing a File System From Scratch Building Git Building an LLM from scratch Let's Build a Compiler by Jack Crenshaw Writing a simple JSON parser Let’s Build A Simple Interpreter Build Your Own SMTP Server in Go Other lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes Hashing","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Learn electronics by practice Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast LibrePCB Practical Guide to Radio-Frequency Analysis and Design Beginners Guide to Building a Hardware Hacking Lab SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes Hardware Hacking Assembly Language Adventures Post-apocalyptic programming A Journey in Creating an Operating System Kernel Game Boy Dev Game Boy / Color Architecture Learning FPGA, yosys, nextpnr, and RISC-V The Retro Web Linux User/Kernel ABI: the realities of how C and C++ programs really talk to the OS Learning about PCI-e Introduction to Bluetooth Low Energy NASM Tutorial Operating Systems: Three Easy Pieces","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"Go Rust Zig C & C++ Lua Java & Kotlin & Scala Python Ruby & Crystal Nim Erlang & elixir Haskell","breadcrumbs":"Programming Languages » Programming Languages","id":"2","title":"Programming Languages"},"20":{"body":"What is Free Software? The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? Open Source Ecology iFixit Repair Manifesto Right to Repair RepairCafé FOSDEM Don't sign a CLA The Good Parts of Open Source When Open Becomes Opaque: The Changing Face of Open-Source Hardware Companies \"Open\" \"AI\" isn't Protocols, Not Platforms","breadcrumbs":"Open Source, DIY & Right to Repair » FOSS, DIY & Right to Repair","id":"20","title":"FOSS, DIY & Right to Repair"},"21":{"body":"An Introduction to Reverse Engineering Reverse Engineering For Everyone! decomp.me triq.org In the wild: Reverse engineering Bluetooth LE LED light controllers, or How I Bricked My Christmas Lights Hacking my \"smart\" toothbrush Reversing UK mobile rail tickets How I Hacked My Car Discovering that your Bluetooth car battery monitor is siphoning up your location data Hacking IKEA Reverse engineering a car key fob signal","breadcrumbs":"Reverse Engineering » Reverse Engineering","id":"21","title":"Reverse Engineering"},"22":{"body":"Kun, A Programmer's Introduction to Mathematics Mathematics for the adventurous self-learner 3Blue1Brown Khan Academy Interactive Linear Algebra Seeing Theory. A Visual Introduction to Probability and Statistics Fundamental Math for Game Developers Category Theory Illustrated Beautiful Symmetry. A Coloring Book About Math Arithmetic in Computer Hardware Geometry for Programmers Linear Algebra for Programmers Open Textbooks","breadcrumbs":"Math » Math","id":"22","title":"Math"},"23":{"body":"Python Notebooks for Fundamentals of Music Processing","breadcrumbs":"Music » Music","id":"23","title":"Music"},"24":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, Introduction to Natural Language Processing Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library Neural networks from scratch LLM Visualization The Annotated Transformer Markov Chains are the Original Language Models A Visual Guide to Vision Transformers Ilya Sutskever's Reading List","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"24","title":"Machine Learning and Deep Learning"},"25":{"body":"Git: Oh Shit, Git!?! Confusing git terminology How to Write a Git Commit Message Organizing multiple Git identities Conditional Git Configuration Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Absolute Minimum Every Software Developer Must Know About Unicode in 2023 (Still No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Bit Math Floating Point Math Float Toy Onboarding floating-point RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Interoperability: A Guide to POSIX Use the XDG Base Directory Specification! Linux: Optimizing Linux for Slow Computers Linux Hardening Guide Libraries Choose Boring Technology Testing: Modern Best Practices for Testing in Java Software Design: The Grug Brained Developer. A layman's guide to thinking like the self-aware smol brained CLI: Command Line Interface Guidelines Anti-patterns: Interface Pollution Code Formatting: EditorConfig HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for Mediocre Engineer’s guide to HTTPS REST APIs: OpenAPI Specification Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Browser: 67 Weird Debugging Tricks Your Browser Doesn't Want You to Know Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Architecture Antipatterns Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory Performance: Latency Numbers Every Programmer Should Know Good performance is not just big O Linux Performance Zero-copy Data Compression: Zip Files: History, Explanation and Implementation Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language Compiler Explorer Favorite compiler and interpreter resources Laws, Principles and Mantra: Programming Principles The Law of Leaky Abstractions Conway's law Make It Work Make It Right Make It Fast What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Behind \"Hello World\" on Linux How Things Work: Putting the “You” in CPU How Browsers Work Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming CS Theory: Great Ideas in Theoretical Computer Science Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious What scientists must know about hardware to write fast code Why do arrays start at 0? Do you know how much your computer can do in a second?","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"25","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"26":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. Advanced Programming In The Unix Environment Bach, The Design Of The Unix Operating System Lyons, A Commentary on the UNIX Operating System Knuth, Patashnik, and Graham, Concrete Mathematics: A Foundation for Computer Science Knuth, The Art of Computer Programming Bishop, Pattern Recognition and Machine Learning Norvig, Paradigms of Artificial Intelligence Programming Jurafsky and Martin, Speech and Language Processing (3rd ed., draft) (SLP3) Norvig and Russel, Artificial Intelligence: A Modern Approach Snyder, Nemeth, Whaley, Hein, Mackin, UNIX and Linux System Administration Handbook Kerrisk, The Linux Programming Interface Brendan, Systems Performance: Enterprise and the Cloud Kleppmann, Designing Data-Intensive Applications Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work","breadcrumbs":"Classics & Bibles » Classics & Bibles","id":"26","title":"Classics & Bibles"},"27":{"body":"LEGOs, Play-Doh, and Programming What Color is Your Function?","breadcrumbs":"Essays » Essays","id":"27","title":"Essays"},"28":{"body":"List of pioneers in computer science Computing History Hub Emerson, Reading Writing Interfaces. From the Digital to the Bookbound The Backbone The History of the Graphical User Interface - 1945 to 1980 PAPERCRAFT MODELS Computer Science academic papers selected by the Fermat’s Library Journal Club Oral History of Federico Faggin Broca, Utopie du logiciel libre. Du bricolage informatique à la réinvention sociale (cfr. Utopia del Software Libero ) Himanen, The Hacker Ethic and the Spirit of the Information Age ESR, How To Become A Hacker The Glider: A Universal Hacker Emblem The Conscience of a Hacker Whole Earth Index The Lonely Work of Moderating Hacker News ESR, The Cathedral & the Bazaar Kernighan, UNIX: A History and a Memoir Kernighan, Understanding the Digital World: What You Need to Know about Computers, the Internet, Privacy, and Security Williams, Free as in Freedom: Richard Stallman's Crusade for Free Software Torvalds, Just for Fun Knuth, Things a Computer Scientist Rarely Talks About Levy, Hackers: Heroes of the Computer Revolution Kidder, The Soul of a New Machine Hafner, Where wizards stay up late Waldrop, The Dream Machine: Licklider and the Revolution That Made Computing Personal Rheingold, Tools for Thought. 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I use it to have a personal log of good stuff I discover while wandering about in the web. While perusing the vast array of articles, books, videos, etc. linked, one must keep in mind that the focus of learning to code [1] should always be on learning abstract concepts and their low-level implementation details, which underlie the tech stack used in modern software, rather than specific and ephemeral tools (e.g. libraries, frameworks, etc.): Modern programming is becoming complex, uninteresting, full of layers that just need to be glued. It is losing most of its beauty. In that sense, most programming is no longer art nor high engineering (most programs written at big and small corporations are trivial: coders just need to understand certain ad-hoc abstractions, and write some logic and glue code ). Only very few programmers are facing the artistic face of programming. Only very few programmers are facing high engineering in programming. Salvatore Sanfilippo [2] In fact, an application software usually consists of levels (or layers) of abstraction , wherein each level represents a different model of the same information and processes, but with varying amounts of detail. Each relatively abstract, higher level builds on a relatively concrete, lower level, which tends to provide an increasingly granular representation. Abstractions are useful, but all non-trivial abstractions, to some degree, are leaky [3] . So, blindly ignoring what happens at lower levels can cause performance issues or (worst) unintended bugs which are hard to debug (e.g. inscrutable incidents in production [4] ). Solving such issues thanks to Q&A websites like Stack Overflow does not help learning what actually went wrong leaving a certain sense of frustration (a common feeling for Linux users [5] ). Unfortunately, the enterprise software world is largely dominated by the use of frameworks (e.g. Spring vs Quarkus on the backend, Angular vs React on the frontend), an abstraction which is useful to avoid code bloat but limits the creative job of a programmer, making him just an expert user of a particular framework. These frameworks are also susceptible to be replaced by other competing frameworks, generically perceived as \"innovative\" for some reason. The only way to avoid to be forced to learn a framework every N years is to understand what happens behind the abstractions, which means to develop a good intuition of what happens at the hardware/software interface ( getting closer to the metal , as the kool kids say). This is why so frequently people attempt to re-implement from scratch a good piece of software to understand \"how things work\" [6] . Undoubtedly, this crafting or artistic view [7] of the act of programming implies a longer (lifelong [8] ?) and steeper learning curve than any fancy YouTube tutorial would commit to, but this is still better than getting stuck in a plateau after a brief exponential growth where developers end up acting merely as code monkeys or blue collars. Sometimes the working environment of IT companies with big moneys itself tricks you into: voluntarily ceasing to improve because of a belief that expert status has been reached and thus further improvement is not possible.. This opting into indefinite mediocrity is the entry into an oblique phase in skills acquisition that I will call \"Expert Beginner\"[^10]. In this respect, the following chapters naturally derail from application programming to system programming , and finally to hardware stuff. The last chapters mostly deal with collateral and/or enjoyable aspects of programming. Jamis Buck, LEGOs, Play-Doh, and Programming antirez Joel Spolsky, The Law of Leaky Abstractions Andrew Doss, How Long is a Negative Timeout? Fabien Sanglard, A Linux evening... Julia Evans, Get better at programming by learning how things work Peter Norvig, pytudes Peter Norvig, Teach Yourself Programming in Ten Years Erik Dietrich, How Developers Stop Learning: Rise of the Expert Beginner","breadcrumbs":"Introduction » Introduction","id":"0","title":"Introduction"},"1":{"body":"Teach Yourself Programming in Ten Years Teach Yourself Computer Science Path to a free self-taught education in Computer Science! 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Container image formats under the hood A Practical Introduction to Container Terminology Learning Containers From The Bottom Up Containers are chroot with a Marketing Budget Docker Podman + Skopeo + Buildah Container/Cluster Managers: Kubernetes + Helm KubeAcademy WebAssembly vs. Kubernetes Distributions: Self-Managed (Local): minikube kind Microk8s CodeReady Containers (CRC) (a minimal OpenShift -x cluster) Minishift (a minimal OpenShift -x cluster) IoT & Edge Computing: k3s Self-Managed (On Premises/Hybrid) RedHat Openshift Rancher VMware Tanzu Kubernetes Grid (TKG) Kubernetes-as-a-Service (On Cloud) Google Kubernetes Engine (GKE) Amazon Elastic Kubernetes Service (Amazon EKS) Azure Container Service (AKS) Docker Swarm Apache Mesos LXD Cloud Foundry Nomad CI/CD Pipelines: Jenkins A developer's guide to CI/CD and GitOps with Jenkins Pipelines Cloud Platforms: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) Heroku What is Object storage? Kim et al., The DevOps Handbook. How to Create World-Class Agility, Reliability, and Security in Technology Organizations Eisele and Vinto, Modernizing Enterprise Java. A Concise Cloud Native Guide for Developers The cloudy layers of modern-day programming Free for Developers","breadcrumbs":"Cloud Computing, Containers & DevOps » Cloud Computing, Containers & DevOps","id":"10","title":"Cloud Computing, Containers & DevOps"},"11":{"body":"The Cloud Is a Prison Local-first software Some notes on Local-First Development An Interactive Intro to CRDTs Local-first Web Development","breadcrumbs":"Local-First » Local-First","id":"11","title":"Local-First"},"12":{"body":"API authentication and authorization HTTP Security Headers An Introduction to OAuth 2 Identity, Claims, & Tokens. An OpenID Connect Primer: 1 , 2 , 3 jwt.io Awesome Web Security Awesome McDonald, Web Security for Developers Zalewski, Tangled Web. A Guide to Securing Modern Web Applications OWASP Cheat Sheet Series Practical Cryptography for Developers Web Security Academy (n.b. this course is the updated version of the book The Web Application Hacker's Handbook ) See this page fetch itself, byte by byte, over TLS The Illustrated TLS 1.3 Connection the cryptopals crypto challenges Flipper Zero HTB Cybersecurity Courses Anatomy of a GPG Key","breadcrumbs":"Security » Security","id":"12","title":"Security"},"13":{"body":"What is a network? An Introduction to Networking Terminology, Interfaces, and Protocols Introduction to Networks Computer Networks: A Systems Approach Grigorik, High Performance Browser Networking: What every web developer should know about networking and web performance Computer Networking Fundamentals Daryl's TCP/IP Primer Packet Traveling Everything you never knew about NATs and wish you hadn't asked Beej's Guide to Network Programming Beej's Guide to Networking Concepts Beej's Guide to Unix Interprocess Communication Michael W. Lucas, Networking for System Administrators Sanders, Practical Packet Analysis Protohackers. Server programming challenge SRE books Web Technology for Developers Web Browser Engineering HTTP Toolkit SSL Termination Web Scraping Four Ways to Build Web Apps The Web's Next Transition The Future of Web Software Is HTML-over-WebSockets How to Port Forward on Your Router Self hosting in 2023 All software is web software now How Did I Get Here? Who Controls the Internet? And should they? Web Development History. Internet history for the technically curious The Web’s Grain The small web is beautiful The \"Cheap\" Web Poor Man's Web Web Design Museum The Whimsical Web The Web Is Fucked The Web We Lost, and The Web We Must Rebuild Ethernet For Hackers: The Very Basics TCP Puzzlers","breadcrumbs":"Networking, Web & Browsers » Networking, Web & Browsers","id":"13","title":"Networking, Web & Browsers"},"14":{"body":"Learn to Code HTML & CSS 180 websites in 180 days htmldog Learn Web Development Responsive Web Design The Modern JavaScript Tutorial Four Eras of JavaScript Frameworks Move over JavaScript: Back-end languages are coming to the front-end Visual design rules you can safely follow every time CSS Selectors: A Visual Guide Can I use? SVG Tutorial ngrok, lvh.me and nip.io: A Trilogy for Local Development and Testing Weird HTML Hacks Web design inspiration catalog Learn CSS Layout JSON Canvas","breadcrumbs":"HTML, CSS & JS » HTML & CSS & JS","id":"14","title":"HTML & CSS & JS"},"15":{"body":"What is GNU/Linux? Unix wars Unix philosophy Introduction to Bash Bash Guide for Beginners Survival guide for Unix newbies Settling into Unix Shell programming with bash: by example, by counter-example Sculpting text with regex, grep, sed, awk, emacs and vim RegexOne. Learn Regular Expressions with simple, interactive exercises Vim for Humans Pro Git The Art Of Scripting HTTP Requests Using Curl How I use cron in Linux Getting started with tmux Tmux for mere mortals Hausenblas, Learning Modern Linux. A Handbook for the Cloud Native Practitioner Linux Hardening Guide Linux Survival Linux Journey Learn Git Branching Vim Adventures Unix for Poets The Unix Game Awesome UNIX® Cool, but obscure Unix tools Cool, but obscure X11 tools Linux Kernel Map Programming the Kernel with eBPF Introduction to immutable Linux systems An overview of Nix in practice Linux Network Performance Ultimate Guide","breadcrumbs":"UNIX/Linux » UNIX/Linux","id":"15","title":"UNIX/Linux"},"16":{"body":"What Does It Take to Make a Kernel? Core Knowledge That Modern Linux Kernel Developer Should Have A Beginner’s Guide to Linux Kernel Development (LFD103) Getting started with Linux kernel development Linux From Scratch Think OS. A Brief Introduction to Operating Systems Computer Systems: A Programmer's Perspective Dive into Systems Kernighan and Pike, The Unix Programming Environment Kerrisk, The Linux Programming Interface Rubini, Linux Device Drivers Love, Linux System Programming Bovet and Cesati, Understanding the Linux Kernel Kernelnewbies The Linux Kernel documentation The Linux Kernel Module Programming Guide Linux Kernel Teaching Learning operating system development using Linux kernel and Raspberry Pi Beej's Guide to C Programming Cosmopolitan Libc Specific topics: How much memory my program uses or the tale of working set size A Brief Introduction to termios: termios(3) and stty","breadcrumbs":"System Programming » System Programming","id":"16","title":"System Programming"},"17":{"body":"Tutorials: Build Your Own Text Editor Build Your Own Redis with C/C++ Rebuilding Redis in Ruby Build Your Own Database From Scratch Build Your Own Search Engine A search engine in 80 lines of Python Build Your Own Docker The Ray Tracer Challenge Let's Build a Simple Database Write a Shell in C Crafting Interpreters Creating an Operating System Writing an OS in Rust Writing an Interpreter In Go + Writing a Compiler In Go Write a time-series database engine from scratch tinywm Rails Tutorial: A microblog web app Linux From Scratch Your First LTE Handmade Hero C++ Neural Network in a Weekend Transformers from Scratch Build Your Own Lisp Implementing a toy version of TLS 1.3 Let's build a Full-Text Search engine Let's write a compiler Explaining event loop in 100 lines of code Implementing a distributed key-value store on top of implementing Raft in Go Learn x86-64 assembly by writing a GUI from scratch Writing a Linux Debugger Let's make a Teeny Tiny compiler How to build a window manager in Python Implementing cosine in C from scratch Let's Build a Simple Database. Writing a sqlite clone from scratch in C A Compiler Writing Journey Writing a C Compiler Writing a C compiler in 500 lines of Python Statically Recompiling NES Games into Native Executables with LLVM and Go A slack clone in 5 lines of bash NTP Implementation in Elixir A minimal operating system (2K LOC) on QEMU and a RISC-V board Writing a package manager Bare Metal Space Invaders Hypervisor From Scratch Writing a Debugger From Scratch Green Threads Explained Let’s Learn How Modern JavaScript Frameworks Work by Building One Writing a File System From Scratch Building Git Building an LLM from scratch Let's Build a Compiler by Jack Crenshaw Writing a simple JSON parser Let’s Build A Simple Interpreter Build Your Own SMTP Server in Go Other lists: Build your own X Project Based Learning Projects-from-Scratch","breadcrumbs":"From Scratch » From Scratch","id":"17","title":"From Scratch"},"18":{"body":"systemd by example TinyGo Playground JSFiddle Mess With DNS DNS lookup tool Nginx playground SQL playground sqlime regex101 regexr Learn Git Branching wokwi Compiler Explorer shadertoy Unicode analyzer What unicode character is this? fffuel Float Exposed crontab guru Play with Kubernetes Hashing","breadcrumbs":"Playgrounds » Playgrounds","id":"18","title":"Playgrounds"},"19":{"body":"A guide to getting started with embedded systems What is an Arduino? What is a Raspberry Pi? How Does an FPGA Work? FPGA vs. Microcontroller. What is the Difference? Arduino Starter Kit Basic knowledge about principles and techniques behind the Arduino ecosystem The Untold History of Arduino Learn electronics by practice Concise electronics for geeks Lessons in Electric Circuits Platt, Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast LibrePCB Practical Guide to Radio-Frequency Analysis and Design Beginners Guide to Building a Hardware Hacking Lab SDR I/Q tools Intel HEX Microsoldering 101 So you want to build an embedded Linux system? How a CPU works: Bare metal C on my RISC-V toy CPU ElectronicsNotes Hardware Hacking Assembly Language Adventures Post-apocalyptic programming A Journey in Creating an Operating System Kernel Game Boy Dev Game Boy / Color Architecture Learning FPGA, yosys, nextpnr, and RISC-V The Retro Web Linux User/Kernel ABI: the realities of how C and C++ programs really talk to the OS Learning about PCI-e Introduction to Bluetooth Low Energy NASM Tutorial Operating Systems: Three Easy Pieces","breadcrumbs":"Embedded Systems & Electronics » Embedded Systems & Electronics","id":"19","title":"Embedded Systems & Electronics"},"2":{"body":"Go Rust Zig C & C++ Lua Java & Kotlin & Scala Python Ruby & Crystal Nim Erlang & elixir Haskell","breadcrumbs":"Programming Languages » Programming Languages","id":"2","title":"Programming Languages"},"20":{"body":"What is Free Software? The Open Source Definition Pivotal moments in open source history Convivial software (or, why open source matters) What is open hardware? Open Source Ecology iFixit Repair Manifesto Right to Repair RepairCafé FOSDEM Don't sign a CLA The Good Parts of Open Source When Open Becomes Opaque: The Changing Face of Open-Source Hardware Companies \"Open\" \"AI\" isn't Protocols, Not Platforms","breadcrumbs":"Open Source, DIY & Right to Repair » FOSS, DIY & Right to Repair","id":"20","title":"FOSS, DIY & Right to Repair"},"21":{"body":"An Introduction to Reverse Engineering Reverse Engineering For Everyone! decomp.me triq.org In the wild: Reverse engineering Bluetooth LE LED light controllers, or How I Bricked My Christmas Lights Hacking my \"smart\" toothbrush Reversing UK mobile rail tickets How I Hacked My Car Discovering that your Bluetooth car battery monitor is siphoning up your location data Hacking IKEA Reverse engineering a car key fob signal","breadcrumbs":"Reverse Engineering » Reverse Engineering","id":"21","title":"Reverse Engineering"},"22":{"body":"Kun, A Programmer's Introduction to Mathematics Mathematics for the adventurous self-learner 3Blue1Brown Khan Academy Interactive Linear Algebra Seeing Theory. A Visual Introduction to Probability and Statistics Fundamental Math for Game Developers Category Theory Illustrated Beautiful Symmetry. A Coloring Book About Math Arithmetic in Computer Hardware Geometry for Programmers Linear Algebra for Programmers Open Textbooks","breadcrumbs":"Math » Math","id":"22","title":"Math"},"23":{"body":"Python Notebooks for Fundamentals of Music Processing","breadcrumbs":"Music » Music","id":"23","title":"Music"},"24":{"body":"A visual introduction to machine learning How I learn machine learning C++ Neural Network in a Weekend The Neural Network Zoo fast.ai — Making neural nets uncool again MIT Introduction to Deep Learning Dive into Deep Learning Manning & Schutze, Foundations of Statistical Natural Language Processing Jurafsky & Martin, Speech and Language Processing Eisenstein, Introduction to Natural Language Processing Molnar, Interpretable Machine Learning McKay, Information Theory, Inference and Learning Algorithms Hastie, Tibshirani & Friedman, The Elements of Statistical Learning Visualizing machine learning one concept at a time What are embeddings? A Very Gentle Introduction to Large Language Models without the Hype The Gradient ruder.io nlp-library Neural networks from scratch LLM Visualization The Annotated Transformer Markov Chains are the Original Language Models A Visual Guide to Vision Transformers Ilya Sutskever's Reading List","breadcrumbs":"Machine Learning and Deep Learning » Machine Learning and Deep Learning","id":"24","title":"Machine Learning and Deep Learning"},"25":{"body":"Git: Oh Shit, Git!?! Confusing git terminology How to Write a Git Commit Message Organizing multiple Git identities Conditional Git Configuration Shell Scripting Shell Script Best Practices Characters: The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) The Absolute Minimum Every Software Developer Must Know About Unicode in 2023 (Still No Excuses!) The Great Newline Schism ASCII Table Invisible characters Internationalization and localization (i18n) PO Files Dates: UTC is enough for everyone... right? Storing UTC is not a silver bullet Designing a REST API: Unix time vs ISO-8601 Numbers: Bit Math Floating Point Math Float Toy Onboarding floating-point RegEx: How to Find or Validate an Email Address Possessive Quantifiers OS Interoperability: A Guide to POSIX Use the XDG Base Directory Specification! Linux: Optimizing Linux for Slow Computers Linux Hardening Guide Libraries Choose Boring Technology Testing: Modern Best Practices for Testing in Java Software Design: The Grug Brained Developer. A layman's guide to thinking like the self-aware smol brained CLI: Command Line Interface Guidelines Anti-patterns: Interface Pollution Code Formatting: EditorConfig HTTP: CORS: Developers don't understand CORS You don't need that CORS request Understanding \"same-site\" and \"same-origin\" The perils of the \"real\" client IP The HTTP crash course nobody asked for Mediocre Engineer’s guide to HTTPS REST APIs: OpenAPI Specification Roy Fielding's Misappropriated REST Dissertation Best Practices for Designing a Pragmatic RESTful API Zalando RESTful API and Event Guidelines Standards.REST List of HTTP status codes The HTTP QUERY Method Web: To www or not to www - Should you use www or not in your domain? Making Websites Small Browser: 67 Weird Debugging Tricks Your Browser Doesn't Want You to Know Containers: Best practices for writing Dockerfiles Attack of the mutant tags!. Or why tag mutability is a real security threat Container security best practices: Comprehensive guide Distributed Systems: Don't start with microservices - monoliths are your friend Fallacies of Distributed Systems You Are Not Google Microservices and the Big Ball of Mud Architecture Antipatterns Networks: ICMP, Ping, and Traceroute - What I Wish I Was Taught How to hide your IP address Memory: What Every Programmer Should Know About Memory Performance: Latency Numbers Every Programmer Should Know Good performance is not just big O Linux Performance Zero-copy Data Compression: Zip Files: History, Explanation and Implementation Programming Languages and Compilers: Is every language written in C? Assembly code vs Machine code vs Object code? Introduction to Language Theory Syntax Syntax Design Backus-Naur form Resources for Amateur Compiler Writers Low-Code and the Democratization of Programming. Rethinking Where Programming Is Headed The faker's guide to reading (x86) assembly language Compiler Explorer Favorite compiler and interpreter resources Laws, Principles and Mantra: Programming Principles The Law of Leaky Abstractions Conway's law Make It Work Make It Right Make It Fast What Happens When: What happens when you run 'Hello, world' What happens when you press a key in your terminal? What happens when you load a URL? What happens when a CPU starts What happens when you start a process on Linux? What happens when you update your DNS? What happens when... Behind \"Hello World\" on Linux How Things Work: Putting the “You” in CPU How Browsers Work Hard Stuff: Hard things in Computer Science How to name things: the hardest problem in programming CS Theory: Great Ideas in Theoretical Computer Science Miscellanea: What is the difference between Terminal, Console, Shell, and Command Line? Quantum computing for the very curious What scientists must know about hardware to write fast code Why do arrays start at 0? Do you know how much your computer can do in a second?","breadcrumbs":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know » Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know","id":"25","title":"Best Practices, Common Pitfalls, Curious Stuff & Basic Things You Should Know"},"26":{"body":"Petzold, Code: The Hidden Language of Computer Hardware and Software Hunt & Thomas, The Pragmatic Programmer Brooks, The Mythical Man-Month: Essays on Software Engineering C. Martin, Clean Code: A Handbook of Agile Software Craftsmanship Freeman & Pryce, Growing Object-Oriented Software, Guided by Tests (GOOS) Fowler & Beck, Refactoring Sussman & Abelson, Structure and Interpretation of Computer Programs (SICP) Jon Louis Bentley ,Programming Pearls Bryant, Computer Systems: A Programmer's Perspective (CS:APP3e) Patterson and Hennessy, Computer Organization and Design (MIPS Edition). The Hardware/Software Interface Dive into Systems Nisan and Schocken, Elements of Computing Systems (nand2tetris) Tanenbaum and Bos, Modern Operating Systems Tanenbaum and Wetherall, Computer Networks (6ed) Ullman and Hopcroft, Introduction to Automata Theory, Languages, and Computations (Cinderella Book) Aho, Lam, Sethi, and Ullman, Compilers: Principles, Techniques, and Tools (Dragon Book) Nystrom, Crafting Interpreters Cormen, Leiserson, Rivest, and Stein, Introduction to Algorithms (The Big Book) Sedgewick and Wayne, Algorithms (4ed) Kernighan and Ritchie, The C Programming Language Kernighan and Pike, The Practice of Programming Kernighan and Pike, The Unix Programming Environment ESR, The Art of Unix Programming Rochkind, Advanced Unix Programming Stevens. Advanced Programming In The Unix Environment Bach, The Design Of The Unix Operating System Lyons, A Commentary on the UNIX Operating System Knuth, Patashnik, and Graham, Concrete Mathematics: A Foundation for Computer Science Knuth, The Art of Computer Programming Bishop, Pattern Recognition and Machine Learning Norvig, Paradigms of Artificial Intelligence Programming Jurafsky and Martin, Speech and Language Processing (3rd ed., draft) (SLP3) Norvig and Russel, Artificial Intelligence: A Modern Approach Snyder, Nemeth, Whaley, Hein, Mackin, UNIX and Linux System Administration Handbook Kerrisk, The Linux Programming Interface Brendan, Systems Performance: Enterprise and the Cloud Kleppmann, Designing Data-Intensive Applications Petrov, Database Internals: A Deep Dive Into How Distributed Data Systems Work","breadcrumbs":"Classics & Bibles » Classics & Bibles","id":"26","title":"Classics & Bibles"},"27":{"body":"LEGOs, Play-Doh, and Programming What Color is Your Function?","breadcrumbs":"Essays » Essays","id":"27","title":"Essays"},"28":{"body":"List of pioneers in computer science Computing History Hub Emerson, Reading Writing Interfaces. From the Digital to the Bookbound The Backbone The History of the Graphical User Interface - 1945 to 1980 PAPERCRAFT MODELS Computer Science academic papers selected by the Fermat’s Library Journal Club Oral History of Federico Faggin Broca, Utopie du logiciel libre. Du bricolage informatique à la réinvention sociale (cfr. 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