Awesome List Updates on Jan 24, 2025

10 awesome lists updated today.

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1. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• arc-search (⭐1) - Enables quick searches using Arc browser directly from your terminal. Features URL encoding for search terms.

• github (⭐1) - Fork of the original GitHub plugin (⭐180k) embedded in oh-my-zsh.

• gitignore (valerius21) (⭐0) - oh-my-zsh's gitignore plugin extracted to be standalone

• gitignore (voronkovich) (⭐54) - Plugin for creating .gitignore files.

2. Awesome Ios

Analytics

• Embrace - Mobile observability, built on OpenTelemetry, to provide user-focused, reliable apps.

3. Awesome Love2d

Physics

• slick (⭐34) - A simple to use polygon collision library inspired by bump.lua.

4. Awesome Embedded Rust

Peripheral Access Crates / Raspberry Pi Silicon

• rp235x-pac - Peripheral access API for the RP2350 family of dual-core microcontrollers -

HAL implementation crates / Raspberry Pi Silicon

• rp235x-hal - HAL for the RP2350 family of dual-core microcontrollers (used in the Raspberry Pi Pico 2 etc.) -

Board support crates / Adafruit

• adafruit-feather-rp2040 - Board Support Crate for the Adafruit Feather RP2040

• adafruit-itsy-bitsy-rp2040 - Board Support Crate for the Adafruit ItsyBitsy RP2040

• adafruit-kb2040 - Board Support Crate for the Adafruit KB2040

• adafruit-macropad - Board Support Crate for the Adafruit Macropad

• adafruit-qt-py-rp2040 - Board Support Crate for the Adafruit QT Py RP2040

Board support crates / Pimoroni

• pimoroni-pico-explorer - Board Support for the Pimoroni Pico Explorer

• pimoroni-pico-lipo-16mb - Board Support for the Pimoroni Pico Lipo 16MB

Board support crates / Raspberry Pi

• rp-pico - Board Support Crate for the RP2040-based Raspberry Pi Pico.

Board support crates / Sparkfun

• sparkfun-pro-micro-rp2040 - Board Support Crate for the RP2040 based Sparkfun Pro Micro.

5. Awesome Polars

Blog posts / Miscellaneous

• Tutorials about Polars - A list of blog posts on Polars topics by @sparkbyexamples.

• How to Deal With Missing Data in Polars - A post that covers practical techniques for managing missing data with Polars by Ian Eyre.

6. Awesome Roadmaps

Programming Language

• C++ Developer Roadmap (⭐3.2k) - Roadmap focuses on general competencies and skills about C++ in 2024 .

• Go Developer Roadmap (⭐18k) - Roadmap to becoming a Go developer in 2021 .

• Java Developer Roadmap (⭐4.2k) - Roadmap to becoming a Java developer in 2025 .

• Nodejs Developer Roadmap (⭐4.8k) - Roadmap to becoming a Node.js developer in 2021 .

• Rust Web Developer Roadmap (⭐1.8k) - Roadmap to becoming a Rust Web developer in 2022 .

Web Development

• Angular Developer Roadmap 2 (⭐151) - Roadmap to becoming an Angular developer in 2024 .

• ASP.Net Core Developer Roadmap (⭐19k) - Roadmap to becoming an ASP .NET Core developer in 2025 .

• Laravel Developer Roadmap (⭐728) - Roadmap to becoming an Laravel developer in 2024 .

Mobile Development

• Android Developer Roadmap (⭐4.1k) - Roadmap to becoming an Android developer in 2020 .

• Flutter Developer Roadmap (⭐5.7k) - Roadmap for creating hybrid apps using Google's Flutter SDK .

Game Development

• Game Programming Roadmap (⭐18k) - Roadmap to becoming a game programmer .

AI / Machine Learning / Data Science

• AI Expert Roadmap (⭐30k) - Roadmap to becoming an Artificial Intelligence Expert in 2022 .

• Deep Learning Reading Roadmap (⭐39k) - Roadmap through seminal deep learning papers .

• Deep Learning Roadmap (⭐4.6k) - Roadmap to getting started with deep learning .

• Data Science Roadmap (⭐632) - Roadmap to becoming a data scientist .

• Data Scientist Roadmap (⭐7.2k) - Roadmap of tutorials for those interested in data science .

Miscellaneous

• Hacker Roadmap (⭐14k) - Roadmap for amateur pen testers and a collection of hacking tools, resources and references ❗.

• Software Architect Roadmap (⭐1.1k) - Roadmap for becoming a software architect .

• Software Design and Architecture Roadmap (⭐3.3k) - A software design and architecture roadmap for any developer .

• System Design Roadmap (⭐426) - Roadmap to learn system design and architecture .

• University Degree Roadmap (⭐117) - Roadmap for taking online university courses in various degree subjects .

Articles

• A Roadmap To Become A Better Android Developer - A collection of articles to provide a proper roadmap to become a better Android Developer .

• Java Full Stack Developer Roadmap - Discover all the tech career roadmaps and latest market trends in the tech job market !

7. Awesome Agi Cocosci

Bayesian Modeling / Generative Model

• Object Perception as Bayesian Inference - Annual Review of Psychology, 2004. [All Versions]. [Preprint]. We perceive the shapes and material properties of objects quickly and reliably despite the complexity and objective ambiguities of natural images. Typical images are highly complex because they consist of many objects embedded in background clutter. Moreover, the image features of an object are extremely variable and ambiguous owing to the effects of projection, occlusion, background clutter, and illumination. The very success of everyday vision implies neural mechanisms, yet to be understood, that discount irrelevant information and organize ambiguous or noisy local image features into objects and surfaces. Recent work in Bayesian theories of visual perception has shown how complexity may be managed and ambiguity resolved through the task-dependent, probabilistic integration of prior object knowledge with image features.

8. Awesome Neovim

Color / Diagnostics

• xzbdmw/colorful-menu.nvim (⭐363) - Colorize your auto completion menu using Tree-sitter.

9. Awesome Angular

Authentication / Google Developer Experts

• kinde-angular (⭐18) - Angular wrapper around the Kinde Typescript SDK.

Layout Components / Google Developer Experts

• ng-simple-sidebar (⭐7) - A simple Angular component to generate a sidebar with a hamburger menu.

10. Awesome Talks

Software Development

• Effective Programs - 10 Years of Clojure by Rich Hickey (Clojure/Conj 2017) [1:14:51]

• To the Moon! by Russ Olsen (Clojure/Conj 2013) [52:43]

Object-Oriented Programming

• Functional is cool, but do you know OO by Sandro Mancuso (Devoxx UK 2013) [54:17]

• Stop Writing Classes by Jack Diederich (PyCon US 2012) [27:29]

Functional Programming

• Functional Principles for Object-Oriented Developers by Jessica Kerr (JDD Conference 2013) [51:13]

• Adventures in Functional Programming by Jim Weirich (ScotlandJS 2012) [50:34]

• Functional Programming: What? Why? When? by Robert C. Martin (NDC 2014) [58:26]

• Deconstructing Functional Programming by Gilad Bracha (QCon 2013) [48:33]

• Living in a Post-Functional World by Daniel Spiewak (Lambda Jam 2013) [45:46]

• Extreme Cleverness: Functional Data Structures in Scala by Daniel Spiewak (Clojure/Conj 2013) [39:24]

• Tangible Functional Programming by Conal Elliott (Google TechTalks 2007) [56:24]

• Faith, Evolution, and Programming Languages by Phillip Wadler (Google TechTalks 2007) [1:06:53]

• Don't fear the Monad by Dr. Brian Beckman (Channel 9 2012) [1:07:10]

• Functional Programming Design Patterns by Scott Wlaschin (NDC London 2014) [1:49:10]

• Domain modelling with the F# type system by Scott Wlaschin (NDC 2014) [1:03:40]

• Propositions as Types by Philip Wadler (Strange Loop 2015) [42:42]

• Category Theory for the Working Hacker by Philip Wadler (Joy of Code 2016) [42:17]

• Types are like the Weather, Type Systems are like Weathermen by Matthias Felleisen (Clojure/West 2016) [1:15:18]

• Functional architecture - The pits of success by Mark Seemann (NDC Sydney 2016) [1:00:09]

• To Clojure and back: Writing and rewriting in Ruby by Phillip Mendonça-Vieira (RubyConf 2016) [33:16]

• All I needed for FP I learned in High School Algebra by Eric Normand (Clojure/Conj 2017) [33:05]

• Solving Problems The Clojure Way by Rafal Dittwald (Clojure/North 2019) [01:02:25]

Software Design

• Architecture the Lost Years by Robert C. Martin (Ruby Midwest 2011) [1:06:38]

• DDD: putting the model to work by Eric Evans (JAOO 2007) [58:48]

• Unleash Your Domain by Greg Young (Øredev 2010) [45:20]

• The Art of Destroying Software by Greg Young (tretton37 2023) [42:30]

• 8 Lines of Code by Greg Young (QCon 2013) [54:43]

• Strategic Design by Eric Evans (JAOO 2007) [54:40]

• Reliability, Availability, and Scalability by Udi Dahan (IASA 2008) [1:11:09]

• Implementing Micro Service Architectures by Fred George (Øredev 2013) [54:40]

• Immutability Changes Everything by Pat Helland (RICON 2012) [45:19]

• Crafting Wicked Domain Models by Jimmy Bogard (NDC 2012) [1:03:03]

• The Actor Model by Hewitt, Meijer and Szyperski (Lang.NEXT 2012) [42:34]

• How To Design A Good API and Why it Matters by Josh Bloch (Google TechTalks 2007) [1:00:18]

• The Joys and Pains of a Long Lived Codebase by Jeremy D Miller (QCon 2009) [1:02:30]

• Microservices by Martin Fowler (GOTO 2014) [26.25]

• Stewardship: The Sobering Parts by Brian Goetz (Clojure/Conj 2014) [1:03:30]

• Therapeutic Refactoring by Katrina Owen (Cascadia Ruby Conf 2012) [26:04]

• Evidence-Oriented Programming by Andreas Stefik (Strange Loop 2015) [41:42]

• The Programming Language Wars by Andreas Stefik (CodeMesh 2014) [50:28]

• Hopelessness and Confidence in Distributed Systems Design by Camille Fournier (Strange Loop 2015) [40:35]

• Kill "Microservices" Before Its Too Late by Chad Fowler (Rocky Mountain Ruby 2016) [39:41]

• The Lost Art Of Software Design by Simon Brown (YOW! 2019) [46:15]

• Tidy First by Kent Beck (QCon 2023) [46:19]

Web Development

• Crockford on JavaScript by Douglas Crockford (Yahoo Theater 2011) [10:14:37]

• Go To There and Back Again by Douglas Crockford (Øredev 2013) [49:06]

• The Better Parts by Douglas Crockford (JS Fest 2018) [01:00:52]

• Introduction to Node.js by Ryan Dahl (BayJax/Yahoo 2011) [58:19]

• WAT by Gary Bernhardt (CodeMash 2012) [4:17]

• The Birth & Death of JavaScript by Gary Bernhardt (PyCon 2014) [29:22]

• Hey Underscore, You're Doing It Wrong! by Brian Lonsdorf (HTML5 Dev Conf 2015) [36:30]

• Community.js by Chris Williams (JSConfEU 2010) [21:39]

• An End to Negativity by Chris Williams (JSConfEU 2011) [27:25]

• Is Node.js Better by Brian Ford (JSConf 2012) [41:42]

• Life is Terrible: Let's Talk About the Web by James Mickens (Øredev 2014) [32:07]

• Critical rendering path - Crash course on web performance by Ilya Grigorik (Fluent 2013) [41:10]

• 10 Things I Learned from the jQuery Source by Paul Irish (TXJS conference 2010) [53:40]

• Om Next by David Nolen (EuroClojure 2015) [46:17]

• ClojureScript for Skeptics by Derek Slager (Clojure/Conj 2015) [41:08]

Test-Driven Development

• TDD, where did it all go wrong by Ian Cooper (NDC 2013) [1:00:37]

• Holistic testing by Jimmy Bogard (NDC 2013) [1:00:33]

• Boundaries by Gary Bernhardt (SCNA 2012) [33:44]

• Is TDD Dead? by Martin Fowler, Kent Beck, and David Heinemeier Hansson (DHH) (Blog/Martin Fowler 2014) [Article]

• The Transformation Priority Premise by Robert C. Martin (NDC 2011) [53:43]

• TDD in Tatters by Scott Bellware (NDC 2014) [01:07:53]

• Test-Driven Development - Write better code in less time by Evan Dorn (LA Ruby 2012) [30:54]

• The Magic Tricks of Testing by Sandi Metz (Rails Conf 2013) [32:22]

• How To Stop Hating Your Tests by Justin Searls (RubyConf 2015) [43:39]

• Why You Don't Get Mock Objects by Gregory Moeck (RubyConf 2011) [44:42]

• The Clean Code Talks - Unit Testing by Misko Hevery (Google TechTalks 2008) [32:07]

• TDD and Software Design by JB Rainsberger and Sandro Mancuso (YouTube/Carlos Blé 2008) [01:28:50]

• Integrated Tests Are a Scam by JB Rainsberger (DevConFu 2013) [01:04:35]

• Structure and Interpretation of Test Cases by Kevlin Henney (JavaZone 2018) [01:04:23]

• Does TDD Really Lead to Good Design? by Sandro Mancuso (DevTernity 2018) [57:59]

• TDD For Those Who Don't Need It by Chew Choon Keat (GopherCon SG 2017) [13:42]

• TDD: Theme & Variations by Kent Beck (Tech Excellence 2024) [57:29]

Methodologies

• The Land that Scrum Forgot by Robert C. Martin (NDC 2011) [45:41]

• Demanding Professionalism in Software Development by Robert C. Martin (Elapse Technologies 2012) [45:03]

• Spotify Engineering Culture - Part 1 by Spotify Training & Development (Spotify 2014) [13:12]

• Spotify Engineering Culture - Part 2 by Spotify Training & Development (Spotify 2014) [13:27]

• Adopting Continuous Delivery by Jez Humble (NDC 2013) [47:22]

• The Death of Agile by Dave Thomas (Rethink 2014) [47:47]

• Why Agile Works by Alistair Cockburn (Agile Lietuva 2012) [53:03]

• Implementing Programmer Anarchy by Fred George (Øredev 2013) [54:55]

• Moving Past the Scaling Myth by Michael Feathers (Philly ETE 2017) [52:02]

• It Is Not About Software Anymore by Mary Poppendieck (Agile India 2020) [01:06:38]

• 7 minutes, 26 seconds, and the Fundamental Theorem of Agile Software Development by JB Rainsberger (Øredev 2013) [00:07:42]

• Explaining Team Flow by Michel Grootjans (Michel Grootjans 2021) [14:30]

• The Efficiency Paradox by Niklas Modig (TEDx Umeå 2016) [18:48]

• Extreme Product Development by Peter Hilton (Devoxx UK 2024) [47:53]

Computer History

• A Brief History of Graphics by Stuart Brown (YouTube/Ahoy 2014) [46:00]

• The Charming Genius of the Apollo Guidance Computer by Brian Troutwine (Code Mesh 2015) [48:36]

• The History (and the Future) of Software by Grady Booch (CHM Live 2016) [01:09:27]

• The Future of Programming by Robert C. Martin (X/UP 2016) [01:18:20]

• 1968 by Kevlin Henney (Beauty in Code 2018) [56:44]

• DOOM’s Development: A Year of Madness by John Romero (WeAreDevelopers 2018) [44:12]

Databases

• Deconstructing the Database by Rich Hickey (JaxConf 2012) [1:06:23]

• Things Every Developer Absolutely, Positively Needs To Know About Database Indexing by Kai Sassnowski (Laracon EU 2019) [41:49]

Security

• Why Do Keynote Speakers Keep Suggesting That Improving Security Is Possible? by James Mickens (USENIX Security '18-Q) [51:21]

Testing

• Acceptance Testing For Continuous Delivery by Dave Farley (PIPELINE Conference 2015) [01:02:34]

Cognitive Development

• A Lecture on Creativity by John Cleese (London 1991) [36:59]

• The Meaning of Life by Derek Sivers (YouTube/Derek Sivers 2014) [18:54]

• Becoming an Outlier: Career Reboot for the Developer Mind by Cory House (NDC 2014) [59:12]

• Surviving the Framework Hype Cycle by Brandon Hays (Mountain West Ruby 2016) [35:26]

• Stop Treading Water - Learning to Learn by Edward Kmett (YOW! 2014) [40:58]

• The Last Lecture: Achieving Your Childhood Dreams by Randy Pausch (Carnegie Mellon 2007) [1:16:26]

• Steve Jobs' 2005 Stanford Commencement Address by Steve Jobs (Stanford 2005) [15:04]

• Hammock Driven Development by Rich Hickey (Clojure/Conj 2010) [39:48]

• Drive - The Surprising Truth About What Motivates Us by RSA Animate (YouTube/RSA 2010) [10:47]

• Ideology by Gary Bernhardt (Strange Loop 2015) [21:22]

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