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| 1 | +#  |
| 2 | + |
| 3 | +* Build your own **3D Renderer** |
| 4 | + * [**C++**: *Introduction to Ray Tracing: a Simple Method for Creating 3D Images*](https://www.scratchapixel.com/lessons/3d-basic-rendering/introduction-to-ray-tracing/how-does-it-work) |
| 5 | + * [**C++**: *How OpenGL works: software rendering in 500 lines of code*](https://github.com/ssloy/tinyrenderer/wiki) |
| 6 | + * [**Java + JavaScript**: *Build your own 3D renderer*](https://avik-das.github.io/build-your-own-raytracer/) |
| 7 | + * [**Java**: *How to create your own simple 3D render engine in pure Java*](http://blog.rogach.org/2015/08/how-to-create-your-own-simple-3d-render.html) |
| 8 | + |
| 9 | +* Build your own **Blockchain** / **Cryptocurrency** |
| 10 | + * [**Ethereum**: *From “What is Blockchain?” to building a blockchain in less than an hour*](https://medium.freecodecamp.org/from-what-is-blockchain-to-building-a-blockchain-within-an-hour-4e738efc819d) |
| 11 | + * [**Java**: *Creating Your First Blockchain with Java*](https://medium.com/programmers-blockchain/create-simple-blockchain-java-tutorial-from-scratch-6eeed3cb03fa) |
| 12 | + * [**JavaScript**: *A cryptocurrency implementation in less than 1500 lines of code*](https://github.com/conradoqg/naivecoin) |
| 13 | + * [**JavaScript**: *Build your own Blockchain in Javascript*](https://github.com/nambrot/blockchain-in-js) |
| 14 | + * [**JavaScript**: *Learn & Build a Javascript Blockchain*](https://medium.com/digital-alchemy-holdings/learn-build-a-javascript-blockchain-part-1-ca61c285821e) |
| 15 | + * [**Go**: *Building Blockchain in Go*](https://jeiwan.cc/posts/building-blockchain-in-go-part-1/) |
| 16 | + * [**Python**: *Learn Blockchains by Building One*](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46) |
| 17 | + * [**Python**: *Build your own blockchain: a Python tutorial*](http://ecomunsing.com/build-your-own-blockchain) |
| 18 | + * [**TypeScript**: *Naivecoin: a tutorial for building a cryptocurrency*](https://lhartikk.github.io/) |
| 19 | + |
| 20 | +* Build your own **Bot** |
| 21 | + * [**Haskell**: *Roll your own IRC bot*](https://wiki.haskell.org/Roll_your_own_IRC_bot) |
| 22 | + * [**Node.js**: *Creating a Simple Facebook Messenger AI Bot with API.ai in Node.js*](https://tutorials.botsfloor.com/creating-a-simple-facebook-messenger-ai-bot-with-api-ai-in-node-js-50ae2fa5c80d) |
| 23 | + * [**Node.js**: *Why you should have your own Twitter bot, and how to build one in less than 30 minutes*](https://medium.freecodecamp.org/easily-set-up-your-own-twitter-bot-4aeed5e61f7f) |
| 24 | + * [**PHP**: *Let’s write a cryptocurrency bot*](https://medium.com/@joeldg/an-advanced-tutorial-a-new-crypto-currency-trading-bot-boilerplate-framework-e777733607ae) |
| 25 | + * [**Python**: *Step-by-Step Instructions for Building a Basic Facebook Chat Bot*](https://blog.hartleybrody.com/fb-messenger-bot/) |
| 26 | + * [**Python**: *Build a Reddit Bot*](http://pythonforengineers.com/build-a-reddit-bot-part-1/) |
| 27 | + * [**Python**: *How To Make A reddit Bot*](https://www.youtube.com/watch?v=krTUf7BpTc0) |
| 28 | + * [**Python**: *How To Create a Telegram Bot Using Python*](https://khashtamov.com/en/how-to-create-a-telegram-bot-using-python/) |
| 29 | + * [**Python**: *Create a Twitter Bot in Python Using Tweepy*](https://medium.freecodecamp.org/creating-a-twitter-bot-in-python-with-tweepy-ac524157a607) |
| 30 | + * [**R**: *Build A Cryptocurrency Trading Bot with R*](https://towardsdatascience.com/build-a-cryptocurrency-trading-bot-with-r-1445c429e1b1) |
| 31 | + |
| 32 | +* Build your own **Database** |
| 33 | + * [**C**: *Let's Build a Simple Database*](https://cstack.github.io/db_tutorial/) |
| 34 | + * [**C++**: *Implementing a Key-Value Store*](http://codecapsule.com/2012/11/07/ikvs-implementing-a-key-value-store-table-of-contents/) |
| 35 | + * [**C#**: *Build Your Own Database*](https://www.codeproject.com/Articles/1029838/Build-Your-Own-Database) |
| 36 | + * [**Clojure**: *An Archaeology-Inspired Database*](http://aosabook.org/en/500L/an-archaeology-inspired-database.html) |
| 37 | + * [**JavaScript**: *Dagoba: an in-memory graph database*](http://aosabook.org/en/500L/dagoba-an-in-memory-graph-database.html) |
| 38 | + * [**Python**: *DBDB: Dog Bed Database*](http://aosabook.org/en/500L/dbdb-dog-bed-database.html) |
| 39 | + |
| 40 | +* Build your own **Front-end Framework** / **Library** |
| 41 | + * [**JavaScript**: *A DIY guide to build your own React*](https://github.com/hexacta/didact) |
| 42 | + * [**JavaScript**: *Reverse Engineering React*](https://vimeo.com/album/3930691) |
| 43 | + * [**JavaScript**: *Building React From Scratch*](https://www.youtube.com/watch?v=_MAD4Oly9yg) |
| 44 | + * [**JavaScript**: *Building Your Own React Clone in Five Easy Steps*](https://blog.javascripting.com/2016/10/05/building-your-own-react-clone-in-five-easy-steps/) |
| 45 | + * [**JavaScript**: *Build your own Vuejs*](https://github.com/jsrebuild/build-your-own-vuejs) |
| 46 | + * [**JavaScript**: *Build Yourself a Redux*](https://zapier.com/engineering/how-to-build-redux/) |
| 47 | + * [**JavaScript**: *Let’s Write Redux!*](https://www.jamasoftware.com/blog/lets-write-redux/) |
| 48 | + * [**JavaScript**: *Redux: Implementing Store from Scratch*](https://egghead.io/lessons/react-redux-implementing-store-from-scratch) |
| 49 | + * [**JavaScript**: *Build Your own Simplified AngularJS in 200 Lines of JavaScript*](https://blog.mgechev.com/2015/03/09/build-learn-your-own-light-lightweight-angularjs/) |
| 50 | + * [**JavaScript**: *How to write your own Virtual DOM*](https://medium.com/@deathmood/how-to-write-your-own-virtual-dom-ee74acc13060) |
| 51 | + |
| 52 | +* Build your own **Docker** |
| 53 | + * [**C**: *Linux containers in 500 lines of code*](https://blog.lizzie.io/linux-containers-in-500-loc.html) |
| 54 | + * [**Go**: *Building a container from scratch in Go*](https://www.youtube.com/watch?v=Utf-A4rODH8) |
| 55 | + * [**Python**: *A workshop on Linux containers: Rebuild Docker from Scratch*](https://github.com/Fewbytes/rubber-docker) |
| 56 | + * [**Shell**: *Docker implemented in around 100 lines of bash*](https://github.com/p8952/bocker) |
| 57 | + |
| 58 | +* Build your own **Game** |
| 59 | + * [**C**: *Handmade Hero*](https://handmadehero.org/) |
| 60 | + * [**C**: *How to Program an NES game in C*](https://nesdoug.com/) |
| 61 | + * [**C**: *Chess Engine In C*](https://www.youtube.com/playlist?list=PLZ1QII7yudbc-Ky058TEaOstZHVbT-2hg) |
| 62 | + * [**C**: *Let's Make: Dangerous Dave*](https://www.youtube.com/playlist?list=PLSkJey49cOgTSj465v2KbLZ7LMn10bCF9) |
| 63 | + * [**C**: *Learn Video Game Programming in C*](https://www.youtube.com/playlist?list=PLT6WFYYZE6uLMcPGS3qfpYm7T_gViYMMt) |
| 64 | + * [**C**: *Coding A Sudoku Solver in C*](https://www.youtube.com/playlist?list=PLkTXsX7igf8edTYU92nU-f5Ntzuf-RKvW) |
| 65 | + * [**C**: *Coding a Rogue/Nethack RPG in C*](https://www.youtube.com/playlist?list=PLkTXsX7igf8erbWGYT4iSAhpnJLJ0Nk5G) |
| 66 | + * [**C**: *Tutorial For a Brickout Clone*](https://dashgl.com/) |
| 67 | + * [**C**: *A tutorials for a basic Invaders game made in C with GTK: and OpenGL*](https://dashgl.com/Invaders/) |
| 68 | + * [**C**: *Astroids Tutorial written in C using GTK with OpenGL and DashGL for matrix manipulation*](https://dashgl.com/Astroids/) |
| 69 | + * [**C++**: *How To Make Minecraft in C++/ OpenGL*](https://www.youtube.com/playlist?list=PLMZ_9w2XRxiZq1vfw1lrpCMRDufe2MKV_) |
| 70 | + * [**C++**: *Breakout*](https://learnopengl.com/In-Practice/2D-Game/Breakout) |
| 71 | + * [**C++**: *Beginning Game Programming v2.0*](http://lazyfoo.net/tutorials/SDL/) |
| 72 | + * [**C#**: *Learn C# by Building a Simple RPG*](http://scottlilly.com/learn-c-by-building-a-simple-rpg-index/) |
| 73 | + * [**C#**: *Creating a Roguelike Game in C#*](https://roguesharp.wordpress.com/) |
| 74 | + * [**JavaScript**: *2D breakout game using Phaser*](https://developer.mozilla.org/en-US/docs/Games/Tutorials/2D_breakout_game_Phaser) |
| 75 | + * [**JavaScript**: *How to Make Flappy Bird in HTML5 With Phaser*](http://www.lessmilk.com/tutorial/flappy-bird-phaser-1) |
| 76 | + * [**Lua**: *BYTEPATH*](https://github.com/SSYGEN/blog/issues/30) |
| 77 | + * [**Ruby**: *Write Yourself a Roguelike*](https://github.com/thoughtbot/write-yourself-a-roguelike) |
| 78 | + * [**Ruby**: *Developing Games With Ruby*](https://leanpub.com/developing-games-with-ruby/read) |
| 79 | + |
| 80 | +* Build your own **Git** |
| 81 | + * [**JavaScript**: *Gitlet*](http://gitlet.maryrosecook.com/docs/gitlet.html) |
| 82 | + * [**JavaScript**: *Build GIT - Learn GIT*](https://kushagragour.in/blog/2014/01/build-git-learn-git/) |
| 83 | + * [**Python**: *Just enough of a Git client to create a repo, commit, and push itself to GitHub*](https://benhoyt.com/writings/pygit/) |
| 84 | + * [**Ruby**: *Rebuilding Git in Ruby*](https://robots.thoughtbot.com/rebuilding-git-in-ruby) |
| 85 | + |
| 86 | +* Build your own **Neural Network** |
| 87 | + * [**C#**: *Neural Network OCR*](https://www.codeproject.com/Articles/11285/Neural-Network-OCR) |
| 88 | + * [**Java**: *Neural Networks: Perceptron*](https://www.youtube.com/watch?v=ntKn5TPHHAk&feature=youtu.be) |
| 89 | + * [**JavaScript**: *Neural Network implementation in Javascript, by an example*](https://franpapers.com/en/machine-learning-ai-en/2017-neural-network-implementation-in-javascript-by-an-example/) |
| 90 | + * [**JavaScript**: *Neural networks from scratch for Javascript linguists (Part1 — The Perceptron)*](https://hackernoon.com/neural-networks-from-scratch-for-javascript-linguists-part1-the-perceptron-632a4d1fbad2) |
| 91 | + * [**JavaScript**: *You can build a neural network in JavaScript even if you don’t really understand neural networks*](https://itnext.io/you-can-build-a-neural-network-in-javascript-even-if-you-dont-really-understand-neural-networks-e63e12713a3) |
| 92 | + * [**JavaScript**: *How to create a Neural Network in JavaScript in only 30 lines of code*](https://medium.freecodecamp.org/how-to-create-a-neural-network-in-javascript-in-only-30-lines-of-code-343dafc50d49) |
| 93 | + * [**Python**: *Optical Character Recognition (OCR)*](http://aosabook.org/en/500L/optical-character-recognition-ocr.html) |
| 94 | + |
| 95 | +* Build your own **Network Stack** |
| 96 | + * [**C**: *Beej's Guide to Network Programming*](http://beej.us/guide/bgnet/html/multi/index.html) |
| 97 | + * [**C**: *Let's code a TCP/IP stack*](http://www.saminiir.com/lets-code-tcp-ip-stack-1-ethernet-arp/) |
| 98 | + * [**Ruby**: *How to build a network stack in Ruby*](https://medium.com/geckoboard-under-the-hood/how-to-build-a-network-stack-in-ruby-f73aeb1b661b) |
| 99 | + |
| 100 | +* Build your own **Operating System** |
| 101 | + * [**C**: *Operating Systems: From 0 to 1*](https://tuhdo.github.io/os01/) |
| 102 | + * [**C**: *The little book about OS development*](https://littleosbook.github.io/) |
| 103 | + * [**C**: *Kernel 101 –Let’s write a Kernel*](https://arjunsreedharan.org/post/82710718100/kernel-101-lets-write-a-kernel) |
| 104 | + * [**C**: *How to create an OS from scratch*](https://github.com/cfenollosa/os-tutorial) |
| 105 | + * [**C**: *Malloc tutorial*](https://danluu.com/malloc-tutorial/) |
| 106 | + * [**C**: *Hack the virtual memory*](https://blog.holbertonschool.com/hack-the-virtual-memory-c-strings-proc/) |
| 107 | + * [**C++**: *Writing a Bootloader*](http://3zanders.co.uk/2017/10/13/writing-a-bootloader/) |
| 108 | + * [**Rust**: *Writing an OS in Rust*](https://os.phil-opp.com/first-edition/) |
| 109 | + |
| 110 | +* Build your own **Programming Language** |
| 111 | + * [**C**: *Crafting interpreters: A handbook for making programming languages*](http://www.craftinginterpreters.com/) |
| 112 | + * [**C**: *http://journal.stuffwithstuff.com/2013/12/08/babys-first-garbage-collector/*](http://journal.stuffwithstuff.com/2013/12/08/babys-first-garbage-collector/) |
| 113 | + * [**C**: *Build Your Own Lisp: Learn C and build your own programming language in 1000 lines of code*](http://www.buildyourownlisp.com/) |
| 114 | + * [**Go**: *Lexical Scanning in Go*](https://www.youtube.com/watch?v=HxaD_trXwRE) |
| 115 | + * [**Haskell**: *Let's Build a Compiler*](http://alephnullplex.github.io/cradle/) |
| 116 | + * [**Haskell**: *Write You a Haskell*](http://dev.stephendiehl.com/fun/) |
| 117 | + * [**JavaScript**: *The Super Tiny Compiler*](https://github.com/jamiebuilds/the-super-tiny-compiler) |
| 118 | + * [**OCaml**: *Writing a C Compiler*](https://norasandler.com/2017/11/29/Write-a-Compiler.html) |
| 119 | + * [**Ruby**: *A Compiler From Scratch*](https://www.destroyallsoftware.com/screencasts/catalog/a-compiler-from-scratch) |
| 120 | + * [**Python**: *A Python Interpreter Written in Python*](http://aosabook.org/en/500L/a-python-interpreter-written-in-python.html) |
| 121 | + * [**Python**: *lisp.py: Make your own Lisp interpreter*](http://khamidou.com/compilers/lisp.py/) |
| 122 | + * [**Python**: *Simple Iterator-based Parsing*](http://effbot.org/zone/simple-iterator-parser.htm) |
| 123 | + * [**Python**: *Simple Top-Down Parsing in Python*](http://effbot.org/zone/simple-top-down-parsing.htm) |
| 124 | + |
| 125 | +* Build your own **Regex Engine** |
| 126 | + * [**C**: *A Regular Expression Matcher*](https://www.cs.princeton.edu/courses/archive/spr09/cos333/beautiful.html) |
| 127 | + * [**C**: *Regular Expression Matching Can Be Simple And Fast*](https://swtch.com/~rsc/regexp/regexp1.html) |
| 128 | + * [**JavaScript**: *Build a Regex Engine in Less than 40 Lines of Code*](https://nickdrane.com/build-your-own-regex/) |
| 129 | + * [**Perl**: *How Regexes Work*](https://perl.plover.com/Regex/article.html) |
| 130 | + * [**Scala**: *No Magic: Regular Expressions*](https://rcoh.svbtle.com/no-magic-regular-expressions) |
| 131 | + |
| 132 | +* Build your own **Shell** |
| 133 | + * [**C**: *Tutorial - Write a Shell in C*](https://brennan.io/2015/01/16/write-a-shell-in-c/) |
| 134 | + * [**C**: *Let's build a shell!*](https://github.com/kamalmarhubi/shell-workshop) |
| 135 | + * [**Ruby**: *A Unix Shell in Ruby*](https://www.jstorimer.com/blogs/workingwithcode/7766107-a-unix-shell-in-ruby) |
| 136 | + |
| 137 | +* Build your own **Template Engine** |
| 138 | + * [**JavaScript**: *JavaScript template engine in just 20 lines*](http://krasimirtsonev.com/blog/article/Javascript-template-engine-in-just-20-line) |
| 139 | + * [**Python**: *Approach: Building a toy template engine in Python*](http://alexmic.net/building-a-template-engine/) |
| 140 | + * [**Python**: *A Template Engine*](http://aosabook.org/en/500L/a-template-engine.html) |
| 141 | + * [**Ruby**: *How to write a template engine in less than 30 lines of code*](http://bits.citrusbyte.com/how-to-write-a-template-library/) |
| 142 | + |
| 143 | +* Build your own **Web Server** |
| 144 | + * [**C#**: *Writing a Web Server from Scratch*](https://www.codeproject.com/Articles/859108/Writing-a-Web-Server-from-Scratch) |
| 145 | + * [**Node.js**: *Let's code a web server from scratch with NodeJS Streams*](https://www.codementor.io/ziad-saab/let-s-code-a-web-server-from-scratch-with-nodejs-streams-h4uc9utji) |
| 146 | + * [**PHP**: *Writing a webserver in pure PHP*](http://station.clancats.com/writing-a-webserver-in-pure-php/) |
| 147 | + * [**Python**: *A Simple Web Server*](http://aosabook.org/en/500L/a-simple-web-server.html) |
| 148 | + * [**Python**: *Let’s Build A Web Server.*](https://ruslanspivak.com/lsbaws-part1/) |
| 149 | + * [**Python**: *Web application from scratch*](https://defn.io/2018/02/25/web-app-from-scratch-01/) |
| 150 | + * [**Python**: *Building a basic HTTP Server from scratch in Python*](http://joaoventura.net/blog/2017/python-webserver/) |
| 151 | + * [**Ruby**: *Building a simple websockets server from scratch in Ruby*](http://blog.honeybadger.io/building-a-simple-websockets-server-from-scratch-in-ruby/) |
| 152 | + |
| 153 | +* Uncategorized |
| 154 | + * [**Alloy**: *The Same-Origin Policy*](http://aosabook.org/en/500L/the-same-origin-policy.html) |
| 155 | + * [**C**: *Build Your Own Text Editor*](https://viewsourcecode.org/snaptoken/kilo/) |
| 156 | + * [**C**: *How to Write a Video Player in Less Than 1000 Lines*](http://dranger.com/ffmpeg/ffmpeg.html) |
| 157 | + * [**C**: *Learn how to write a hash table in C*](https://github.com/jamesroutley/write-a-hash-table) |
| 158 | + * [**C++**: *Build your own VR headset for $100*](https://github.com/relativty/Relativ) |
| 159 | + * [**C++**: *How to write an emulator (CHIP-8 interpreter)*](http://www.multigesture.net/articles/how-to-write-an-emulator-chip-8-interpreter/) |
| 160 | + * [**Java**: *Build a Flashlight App*](https://www.youtube.com/watch?v=dhWL4DC7Krs) |
| 161 | + * [**JavaScript**: *Learn JavaScript Promises by Building a Promise from Scratch*](https://levelup.gitconnected.com/understand-javascript-promises-by-building-a-promise-from-scratch-84c0fd855720) |
| 162 | + * [**Python**: *A Pedometer in the Real World*](http://aosabook.org/en/500L/a-pedometer-in-the-real-world.html) |
| 163 | + * [**Python**: *How to Build a Kick-Ass Mobile Document Scanner in Just 5 Minutes*](https://www.pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/) |
| 164 | + * [**Python**: *Continuous Integration System*](http://aosabook.org/en/500L/a-continuous-integration-system.html) |
| 165 | + * [**Python**: *Building a Facial Recognition Pipeline with Deep Learning in Tensorflow*](https://hackernoon.com/building-a-facial-recognition-pipeline-with-deep-learning-in-tensorflow-66e7645015b8) |
| 166 | + * [**Rust**: *Let's build a browser engine*](https://limpet.net/mbrubeck/2014/08/08/toy-layout-engine-1.html) |
| 167 | + |
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