diff --git a/DEVTools.md b/DEVTools.md
index 5fb657804..ea0a2be61 100644
--- a/DEVTools.md
+++ b/DEVTools.md
@@ -224,7 +224,7 @@
 * [C++ Core Guidelines](https://isocpp.github.io/CppCoreGuidelines/CppCoreGuidelines) - C++ Best Practices Guidelines / [Github](https://github.com/isocpp/CppCoreGuidelines)
 * [Modern C++ Programming](https://github.com/federico-busato/Modern-CPP-Programming) - Modern C++ Course
 * [Learn C++](https://www.learncpp.com/) - Learn C++
-* [CppDeveloperRoadmap](https://github.com/salmer/CppDeveloperRoadmap) - Learn C++
+* [CppDeveloperRoadmap](https://salmer.github.io/CppDeveloperRoadmap/) - Learn C++
 * [HowIStart C++](https://howistart.org/posts/cpp/1/) - C++ Setup Guide
 * [modern-cpp-tricks](https://github.com/rachitiitr/modern-cpp-tricks) - C++ Tips
 * [Makefile Tutorial](https://makefiletutorial.com/) - Makefile Tutorial
@@ -509,7 +509,7 @@
 * [Pixelfika](https://pixelfika.com/) or [Site Design Index](https://rentry.org/4viqf) - Site Design Examples
 * [WebDesignMuseum](https://www.webdesignmuseum.org/) - Website Designs Over Time
 * [CSS Zen Garden](https://csszengarden.com/) - CSS Site Examples
-* [Bootstrap](https://getbootstrap.com/) - Mobile Site Creator / [Icons](https://github.com/twbs/icons) / [Snippets](https://bootsnipp.com/) / [UI Components](https://mdbootstrap.com/) / [Templates](https://bootswatch.com/), [2](https://bootstraptaste.com/)
+* [Bootstrap](https://getbootstrap.com/) - Mobile Site Creator / [Icons](https://icons.getbootstrap.com/) / [Snippets](https://bootsnipp.com/) / [UI Components](https://mdbootstrap.com/) / [Templates](https://bootswatch.com/), [2](https://bootstraptaste.com/)
 * [PsdRepo](https://psdrepo.com/) - Templates, Mockups, Logos, Videos
 * [Daft Page](https://daftpage.com/) - Landing Page Creator
 * [LandingPage](https://landingpage.fyi/index.html) - Landing Page Tool Index
@@ -656,10 +656,11 @@
 * [sli.dev](https://sli.dev/) - Markdown to Slideshow
 * [Volume](https://www.volumestories.com/) - Create Immersive Reading Experiences
 * [daily.dev](https://daily.dev/) - Replace New Tab Page with Developer Articles
+* [Typeculator](https://typeculator.alexpaul.me/) - Type Scale Calculator
 * [Hunspell](https://github.com/hunspell/hunspell) - Spellchecking Library
 * [Media Chrome](https://www.media-chrome.org/) - Media Player Elements / [GitHub](https://github.com/muxinc/media-chrome)
 * [ReadMeTemplate](https://github.com/roshanlam/ReadMeTemplate) - README Template 
-* [Read the Docs](https://about.readthedocs.com/), [MkDocs](https://www.mkdocs.org/), [Mintlify](https://mintlify.com/) or [mkdocstrings](https://github.com/mkdocstrings/mkdocstrings) - Documentation Creators / [Theme](https://github.com/squidfunk/mkdocs-material)
+* [Read the Docs](https://about.readthedocs.com/), [MkDocs](https://www.mkdocs.org/), [Mintlify](https://mintlify.com/) or [mkdocstrings](https://mkdocstrings.github.io/) - Documentation Creators / [Theme](https://github.com/squidfunk/mkdocs-material)
 * [ZealDocs](https://zealdocs.org/) - Offline Document Viewer
 * [Changie](https://changie.dev/) - Automated Changelog / [GitHub](https://github.com/miniscruff/changie)
 * [ChooseALicense](https://choosealicense.com/) - List of Open Source Licenses & Help Choose Them 
@@ -675,7 +676,7 @@
 * [Deps.dev](https://deps.dev/) - Open Source Package Search
 * [pnpm](https://pnpm.io/) - Node.js Package Manager
 * [WebInstall](https://webinstall.dev/) - Easily Install Dev Packages
-* [Authorizer](https://github.com/authorizerdev/authorizer) - Developer Authentication Apps
+* [Authorizer](https://authorizer.dev/) - Developer Authentication Apps
 * [Infisical](https://infisical.com/) - Encrypted Secret Management Platform
 * [Earthly](https://earthly.dev/) - CD/CD Framework Pipeline
 * [Kubespray](https://github.com/kubernetes-sigs/kubespray) - Kubernetes Cluster
@@ -994,7 +995,7 @@
 * [GitHubStatus](https://www.githubstatus.com/) - GitHub Outage Status
 * [Githut](https://githut.info/) or [Languish](https://tjpalmer.github.io/languish/) - GitHub Programming Language Stats
 * [refined-github](https://github.com/refined-github/refined-github) or [Ungit](https://github.com/FredrikNoren/ungit) - Improved GitHub Interface
-* [Imgbot](https://github.com/imgbot/Imgbot) - GitHub Image Compression
+* [Imgbot](https://imgbot.net/) - GitHub Image Compression
 * [ActionServerless](https://github.com/gitx-io/ActionServerless) - Create Serverless Service
 * [Rahularity](https://gist.github.com/rahularity/86da20fe3858e6b311de068201d279e3) - Use Multiple Git Accounts at Once
 * [dotfiles](https://dotfiles.github.io/) - GitHub Dotfiles
@@ -1151,7 +1152,7 @@
 * [FauxPilot](https://github.com/fauxpilot/fauxpilot) - Self-Hosted Copilot Server
 * [Big List of Naughty Strings](https://github.com/minimaxir/big-list-of-naughty-strings) - Check for Edge Case Inputs
 * [CodeCapsules](https://codecapsules.io/) - Code Deployment
-* [PKL](https://github.com/apple/pkl) - Generate Static Configurations
+* [PKL](https://pkl-lang.org/) - Generate Static Configurations
 * [overmind](https://github.com/DarthSim/overmind) or [foreman](https://github.com/ddollar/foreman) - Process Managers
 * [cpp.sh](https://cpp.sh/) - Online C++ Compiler
 * [CP-Algorithms](https://cp-algorithms.com/) - C++ Algorithms
@@ -1272,7 +1273,7 @@
 * 🌐 **[Awesome-Kotlin](https://kotlin.link/)** - Kotlin Resources / [GitHub](https://github.com/KotlinBy/awesome-kotlin)
 * 🌐 **[Awesome Emacs](https://github.com/emacs-tw/awesome-emacs)** or [Melpa](https://melpa.org/) - Emacs Packages / [Tiling](https://github.com/ch11ng/exwm)
 * 🌐 **[Awesome VSC Extensions](https://hl2guide.github.io/Awesome-Visual-Studio-Code-Extensions/)** - Visual Studio Code Extensions
-* ↪️ **[Text Editors](https://www.reddit.com/r/FREEMEDIAHECKYEAH/wiki/text-tools#wiki_.25BA_text_editors)**
+* ↪️ **[Text Editors / Notes](https://www.reddit.com/r/FREEMEDIAHECKYEAH/wiki/text-tools#wiki_.25BA_text_editors_.2F_notes)**
 * ⭐ **[Visual Studio Code](https://code.visualstudio.com/)**
 * ⭐ **[VSCodium](https://vscodium.com/)** - Code Editor
 * ⭐ **[Neovim](https://neovim.io/)** - Code Editor