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Exploring the World of AI-Generated Images: From Simple Shapes to Hyper realistic Scenes
Artificial intelligence has come a long way in the field of image generation. From simple shapes to highly realistic scenes, AI is capable of creating a wide range of images that can be used for various purposes.
One of the earliest forms of AI-generated images were simple geometric shapes, such as circles and squares. These shapes were used to study the basics of computer vision and machine learning.
As AI technology has advanced, so has the complexity of the images it is able to generate. Today, AI algorithms can generate images of objects, animals, and even people that are nearly indistinguishable from photographs taken by a camera.
There are several different approaches to generating images with AI. One approach is to use a neural network to learn from a dataset of real images and then generate new images based on what it has learned. Another approach is to use a generative model, which can create images from scratch based on a set of input parameters.
One of the key benefits of AI-generated images is their ability to save time and resources. In industries such as advertising and film, creating high-quality images can be a time-consuming and costly process. AI-generated images can help to streamline this process and create a more efficient workflow.
In addition to their practical applications, AI-generated images also have the potential to be used as a form of artistic expression. By using AI to manipulate and generate images, artists can create new visual styles and forms of artistic expression that would not be possible with traditional methods.
Overall, the world of AI-generated images is an exciting and rapidly evolving field. As AI technology continues to improve, it will be interesting to see the many new and innovative ways that it is used to generate images.
#automatically label images#automatically tag images#clouding auto tags#image recognition machine learning#cloudinary#cloudinary sdk#image recognition#cloudinary nextjs#google auto tagging#image recognition ai#ai image recognition#image recognition app#cloudinary image upload#cloudinary google vision#cloudinary signed uploads#cloudinary image upload node js#ai image tagging#image tag#google vision#serverless function#serverless api nextjs#nextjs api
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Machine learning For frontend developers
#409 — September 18, 2019
Read on the Web
Frontend Focus

Machine Learning For Frontend Developers With Tensorflow — Charlie Gerard covers how to get started with machine learning using JavaScript and frameworks like Tensorflow.js, and highlights some of the limits of using machine learning in the frontend.
Smashing Magazine
(Why) Some HTML is "Optional" — A little look into why certain HTML tags (such as a closing </p>) are optional — it mainly comes to down to historical backwards compatibility and an evolving approach to how syntax is written.
Remy Sharp
Image & Video Management Made for Front-End Developers — Simplify and automate the process of uploading, manipulating, optimizing, and delivering images and videos across every device at any bandwidth. Try Cloudinary. See how easy media management can be. Get your own free account today.
Cloudinary sponsor
Firefox Moving to a Faster 4-Week Release Cycle — It’ll only be a couple of years before we reach Chrome 100 and it seems Firefox wants a piece of the action :-) Firefox’s release cadence will be moving from approx 6-8 weeks per version to just 4 from Firefox 71 onward.
Mozilla Hacks
Two Browsers Walked Into a Scrollbar — A quick exercise in styling scrollbars in an unobtrusive, cross-platform considerate manner.
Zach Leatherman
All 245 Entries in The 2019 JS13kGames Competition — We linked to the competition a few weeks back and now the fruits of everyone’s efforts are here to check out and play. Some very impressive results here considering the 13 kilobyte file size limit.
Andrzej Mazur
What's New in Chrome 77 for Developers? — Chrome 77 is rolling out to users now. Here, Pete LePage dives in to what’s new for developers in this latest version.
Google Developers
💻 Jobs
Can You Help Our Client Migrate to Node.js? Docklands, London — Do you have experience & strong opinions on Node best practices? Come and share your advice with an engaged, friendly team of excellent software engineers.
CareersJS
Find a Frontend job through Vettery — Vettery specializes in tech roles and is completely free for job seekers. Create a profile to get started.
Vettery
📙 Articles, Tutorials & Opinion
Logical Operations with CSS Variables — How to emulate functions like not(var(--i)) in CSS by using arithmetic operations via the calc() function.
Ana Tudor
Contemporary Frontend Architectures — A frontend engineer’s perspective on modern web application architecture.
Harshal Patil
Ghost Buttons with Directional Awareness in CSS — Animating the fill of a ghost button such that the background fills up in the direction from which a cursor hovers over it.
Jhey Tompkins
Software Development Partner for CTOs, Product Owners and Tech Leaders — Build or extend your JavaScript team. In days, not months.
The Software House sponsor
CSS Grid: Illustrated Introduction — A detailed, visual look at how to get to grips with Grid.
Mustapha Aouas
Why I'm Preloading A Font Even When I Shouldn't Have to — Talks about the benefits of preloading fonts, even if they’re referenced in inline CSS.
Alex Painter
💡 Tip of the Week
supported by
Using CSS to highlight images with no alt tags
If you're preparing a site for production it can be a good idea to have images call attention to themselves if they're lacking an alt attribute. This is a simple enough thing to do and is a helpful, visual way to check that your site is accessible.
To do this you'll need to make use of the CSS negation pseudo class :not(). This accepts a selector, such as alt, as an argument to check against.
The :not() selector will check if an image has an alt attribute specified, and if not, will trigger. The example below will turn any image lacking alternate text to grayscale.
img:not([alt]) { filter: grayscale(100%); }
The filter: property has a variety of functions, so you can experiment with how 'obvious' you want the images lacking an alt tag to be. Another solution may just be using the tried and tested red border or you could use display: none to hide a non-compliant image��entirely! 😉
Ire Aderinokun runs through a similar technique here for highlighting broken images.
This Tip of the Week is sponsored Pantheon, the WebOps platform built for agility. Learn how you can empower your web team and drive results on your website with WebOps.
🔧 Code, Tools & Resources
image-actions: Automatically Compress Images On Pull Requests — This new GitHub Action automatically compresses/optimizes raster images (with minimal setup). Here’s a direct link to the Action.
Calibre
Introducing 'Can I Email' — An idea heavily inspired by Can I Use, a popular index of Web features and their cross-browser support. Can I Email takes the same idea to what different email clients support.
Can I Email
Button Contrast Checker — A straightforward tool to test whether your buttons and links are compliant with WCAG 2.1 contrast guidelines.
Aditus
Accessibility for Web Developers. Get the Whitepaper
Progress Kendo UI sponsor
css-camera — A way to add depth to your web page with CSS3 3D transform. Documentation, and repo here.
Mingyu Kim
Headroom.js: Hides Your Page Header Until Needed — A pure JS widget for hiding elements until needed.
Nick Williams
CSS Card Hover Effect — A nice hover effect for a card style element.
Jhonier Riascos Zapata codepen
🗓 Upcoming Events
Fronteers Conference, October 3-4 — Amsterdam, Netherlands — One of Europe’s premiere conferences on front-end web development.
SmashingConf New York, October 15-16 — New York, USA — The conference is sold out, but some workshop tickets are still available.
Accessibility Scotland, October 25 — Edinburgh, UK — One day of talks. Friendly, open discussion about accessibility.
Frontend Con, November 26-27 — Warsaw, Poland — Brings together 30+ top experts with over 500 experienced frontend pros from all over the world.
by via Frontend Focus https://ift.tt/2IehC8p
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Firefox 69, and a thorough introduction to D3.js
#453 — September 6, 2019
Read on the Web
JavaScript Weekly

An Introduction to D3.js — A fantastic, well presented introduction to D3, a popular JavaScript-based data-visualization library, and its ecosystem of modules.
Amelia Wattenberger
Firefox 69 Released; Now Supports Public Instance Fields (and More) — Firefox 69 went out on the main Release channel this week and for JS developers, the inclusion of public instance fields will be of interest. The Resize Observer API and the Microtasks API are now also available to use and the JS debugger has gotten many improvements too.
Mozilla Hacks
Image & Video Management Made for Developers — Simplify and automate the process of uploading, manipulating, optimizing, and delivering images and videos across every device at any bandwidth. Try Cloudinary. See how easy media management can be. Get your own free account today.
Cloudinary sponsor
Apple Just Shipped Web Components to Production and You Probably Missed It — Apple just launched a Web-based client for their Apple Music service and several developers noticed what tech they’re using to make it tick (namely Ember, Web Components, and Stencil JS).
Max Lynch
▶ 21 Talks from React Rally 2019 — The React Rally event took place in Salt Lake City just two weeks ago but already lots of the talks are up and ready to watch.
React Rally
A Google Developer's Feedback on TypeScript — “We recently upgraded Google to use TypeScript 3.5. Here is some feedback on the upgrade.” We also learn Google only uses a single version of TypeScript that’s updated for everyone simultaneously.
Evan Martin
Using void in JavaScript and TypeScript — void means rather different things in JS and TypeScript and does some things I hadn’t expected too.
Stefan Baumgartner
💻 Jobs
Work with Giant, Caged Robots, and Node.js; Senior Developer, London — So, about the robots: They live in cages, travel at 60mph, and they’re controlled via AMQ messages from a Node-based Warehouse Management System.
CareerJS
JavaScript Developer at X-Team (Remote) — Join the most energizing community for developers. Work from anywhere with the world's leading brands.
X-Team
Find a JavaScript job through Vettery — Make a free profile, name your salary, and connect with hiring managers from top employers.
Vettery
📘 Tutorials
5 Handy Applications of Array.from() — Array.from() transforms array-like objects to arrays and can be used to generate ranges, remove duplicates, and clone arrays.
Dmitri Pavlutin
Creating Drag and Drop Elements with Vanilla JavaScript and HTML — I remember when this used to be really complicated to do, but the HTML Drag and Drop API helps a lot nowadays.
Jess Mitchell
Score SOC 2 Compliance Quick Wins Using Git: A Developer's Guide
Datree.io sponsor
Debugging TypeScript in Firefox DevTools — Firefox Debugger has evolved a lot in the last several months and while it’s well suited for working with JavaScript, it’s possible to debug TypeScript too thanks to source maps. Here’s a basic example.
Jan Honza Odvarko
You Already Use Types — A post aimed firmly at skeptics and newcomers to type systems.
Shawn 'swyx' Wang
Simplify Your JavaScript with .some() and .find() — If you haven’t revised the array methods in recent years, you might be missing out and reinventing the wheel in your code.
Etienne Talbot
Some Practical Uses of Symbols in JavaScript and TypeScript
Stefan Baumgartner
Creating a Simple JavaScript Obfuscator — Obfuscating a language that’s ultimately run in an interpreted style can often seem like a pointless endeavor, but it’s neat to see the process adopted here.
Antoine Vastel
Writing Data to InfluxDB with Python
InfluxData sponsor
▶ Discussing Functional Programming with Brian Lonsdorf — A 45 minute podcast chat about the fundamentals of functional programming and comparisons with object oriented approaches.
JavaScript Jabber podcast
An App Security Expert's POV on Dependency Management — An application security expert’s point of view over what practices you should be adopting on your own projects.
Adam Baldwin (npm, Inc.) node
🔧 Code and Tools

Bitmelo: An Online Environment for Creating JavaScript Games — It’s early days for this interesting project, but it’s basically an online sandbox geared to creating and working on simple JavaScript games, complete with tile, sound, map, and code editors.
David Byers
Cytoscape.js: A Graph Theory/Network Library for Visualization and Analysis — Handy if you need to model and/or visualize relational data, like biological data or social networks.
Max Franz
MongoDB Atlas is a Powerful and Reliable Cloud Database. Try Now
MongoDB Atlas sponsor
Angular Tools for High Performance — Contains a list of new tools and practices that can help in the building of faster Angular apps and to monitor their performance over time.
Minko Gechev
instant.page 2.0: Preload Link Target Pages ASAP — You include some JavaScript in your page and the browser will begin to preload the destination page the second someone clicks on a link. This can result in a slight, but noticeable, performance increase.
Alexandre Dieulot
SpaceTime: A Timezone Library with No Dependencies — Supports daylight savings, leap years, and hemispheres, and lets you calculate times in different timezones.
Spencer Kelly
vue-treeselect: A Multi-Select Component for Vue.js with Nested Options Support — There’s a lot of documentation and examples to enjoy here.
Fangzhou Li
Jimp: Image Processing in Node with No Native Dependencies — Want to get your resizing, cropping, color manipulation, or dithering on without any external dependencies?
Oliver Moran node
Redux Persist: Persist and Rehydrate a Redux Store
Zack Story
Build a JS Interpreter in JavaScript Using Acorn as a Parser
Chidume Nnamdi
How to Build a Search App for Unsplash with Svelte 3 — Use Svelte 3 and the Intersection Observer API to build a basic search tool for the Unsplash stock photography collection.
Ayo Isaiah
⚡️ Quick Releases
Node 12.10 — The ever-popular JavaScript platform.
Handlebars.js 4.2 — Long standing templating library.
VuePress 1.0.4 — Vue-powered static site generator.
Riot 4.5 — Simple and elegant component-based UI library.
RxDB 8.4 — A realtime database for JavaScript apps.
by via JavaScript Weekly https://ift.tt/2PP0ufy
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How Googlebot runs JavaScript, a new JS platform for HTTP services, and some JavaScript podcasts
#446 — July 19, 2019
Read on the Web
JavaScript Weekly
Smashtest: A Language for Describing Test Cases — A Cucumber-esque way to write end to end tests in a more natural way but which essentially boil down to JavaScript powered tests. The examples on the homepage do a good job of selling the idea IMHO.
Smashtest
Introducing Osgood: A New V8-Based Platform for Building HTTP Servers — Built using Rust and the V8 JavaScript engine, Osgood is a new platform (a la Node) focused around building secure HTTP services. Security comes by demanding that I/O requirements are specified and enabled ahead of time. GitHub repo.
Thomas Hunter II
Triggering Trusted CI Jobs on Untrusted Forks — In this post, we discuss how to use Git itself as a means for marking code as trusted and we walk through a full demonstration of how these concepts can be applied to a specific repository host (GitHub) and CI provider (CircleCI).
CircleCI sponsor
▶ JavaScript, JavaScript…. Rocks You! — A fun, musically-packed look at how to recreate the sounds of effects pedals in JavaScript to play with audio in real time via the Web Audio API.
Vitalii Bobrov
Quark: A Software 'Sketchbook' for Node, HTML and CSS Experiments — Built in Electron but currently for Windows and Linux only, Quark is a Jupyter Notebook/Glitch-esque development environment for quickly creating HTML, CSS and JavaScript-based apps, complete with access to Node’s APIs and Electron’s native features.
Nishkal Kashyap
Google Explains the JavaScript SEO Basics — Did you know that when Googlebot is crawling the Web, it runs a version of Chromium behind the scenes and actually runs your JavaScript? This means there are some things to be aware of.
Google Developers
🎧 Some recent JavaScript podcast episodes
There are several great JavaScript podcasts out there. Here are some the recent episodes we've enjoyed:
▶ The Fundamentals of JavaScript — Wes Bos (of JavaScript 30 fame) and Scott Tolinski discuss the fundamentals of JS and what you really must know.
Syntax.fm
▶ How Christian Heilmann Got into JavaScript — My JavaScript Story is a podcast that interviews JavaScript developers about how they got into JavaScript. I particularly enjoyed Chris Heilmann’s (a popular JavaScript speaker) episode, but there are lots to enjoy.
My JavaScript Story
▶ The Benefits and Challenges of Server-Side Rendering (SSR) — An hour-long round table discussion featuring Dan Shappir, performance tech lead at Wix.
JavaScript Jabber
▶ Discussing Managing Your npm Dependencies with Jan Lehnardt
Real Talk JavaScript
💻 Jobs
Frontend Engineer at Goodreads (Amazon) — Join Goodreads to build the frontend of a highly ambitious product that supports reading activities of more than 80 million readers.
Goodreads
Front End Engineer / TrackVia (Denver, CO) — TrackVia powers drag-n-drop creation of sophisticated enterprise apps. Join our fun & fast-pace team in beautiful downtown Denver.
TrackVia
Land a New Dev Job on Vettery — Vettery specializes in tech roles and is completely free for job seekers.
Vettery
📘 Tutorials, Opinions, and Videos
Tetris Turns 35, so Let's Build a Tetris Clone — A guide to what’s involved in putting together your own Tetris clone with a nifty visual twist.
JavaScript Teacher
Is postMessage Slow? — A fantastic deep dive into performance issues and concerns around postMessage, a method used to send messages into a Web Worker.
Surma
Async Await Error Handling in JavaScript — Attempts to clear up some confusion caused when handling errors in async/await scenarios.
Valeri Karpov
Comprehensive Image & Video Management with Our JavaScript SDK — Upload, manipulate, optimize, & deliver rich media with code that integrates seamlessly. Try Cloudinary for free.
Cloudinary sponsor
A Look at Private Class Fields, a Proposed JavaScript Feature — A few weeks ago Axel covered public class fields, but private fields are part of the proposal too (currently at stage 3).
Dr. Axel Rauschmayer
A 'Falling Sand'-Style Image Transition Effect in 16 Lines of JS — This is a lot neater than I was expecting.
Slicker
Reverse Engineering, or How YOU Can Build a Testing Library in JavaScript — The goal here is not to add another testing library to the giant pile of existing ones, but to learn more about how they work by building your own.
Chris Noring
Finally... A Post on finally in Promises — A quick explanation of when finally will fire when using a promise.
Sarah Drasner
Node.js 12: The Future of Server-Side JavaScript — Node.js 12 introduced several exciting improvements like ES6 module support, better application security, and quicker startup times.
Paige Niedringhaus
Angular Architecture Patterns and Best Practices (That Help to Scale)
Bartosz Pietrucha
Web Unleashed - The Front-End Developer Event in Toronto, Sept 13-14 — Networking, sessions, workshops and more. Save 20% on tickets to #WEBU19 with code JAVASCRIPTWEEKLY
FITC sponsor
Learn Svelte 3 by Building a Todo List App — A practical introduction to Svelte, a build-time UI framework that’s been getting a lot of love recently.
Ayo Isaiah
The Web Can't Survive a Monoculture — You have the power to prevent the Web becoming a Chrome-dominated monoculture, says Mike.
Mike Pennisi
🔧 Code and Tools
Color Thief: Grab Color Palettes from Images — Given an image, this uses canvas to return a list of the dominant colors.
Lokesh Dhakar
Polly.js: Record, Replay, and Stub HTTP Interactions — Working with both Node and in the browser, Polly taps into HTTP APIs and adds the ability to record and replay requests plus even slow down or speed up time.
Netflix, Inc.
MongoDB Atlas is a Powerful and Reliable Cloud Database. Try Now
MongoDB sponsor
Airtable.js: A JavaScript Client for Airtable — Airtable is a popular cloud-based spreadsheet-meets-database service. We use it at Cooperpress so it’s great to see a well maintained official library.
Airtable
SurveyJS: A JavaScript Survey and Form Library — Here’s a live demo.
Devsoft Baltic OÜ
jest-puppeteer: Run Your Tests using Jest and Puppeteer
Smooth Code
⚡️ Quick Releases
Popular libraries and tools with recent releases that don't need a full write-up:
Ember 3.11 — also my favorite version of Windows, incidentally.
Mocha 6.2.0 — Popular testing framework.
Lerna 3.16.0 — Tool for managing JS projects with multiple packages.
Johnny Five 1.2.0 — JS robotics and IoT framework.
SystemJS 4.1.0 — Dynamic ES module loader.
MDX 1.1 — Embed JSX inside Markdown documents.
melonJS 7.1 — Lightweight game engine.
autoComplete.js 6.1 — Simple, vanilla JS auto completion library.
P.S. Did you know we're on Twitter as well? Follow us @JavaScriptDaily
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We should be using Web Workers a lot more than we are..
#441 — June 14, 2019
Read on the Web
JavaScript Weekly
43 JavaScript Questions, With Their Answers Explained — Want to test your JavaScript knowledge? Whether for fun or a job interview, this is an interesting set of questions, complete with explanations of the answers.
Lydia Hallie
An Overview of Promise Combinators — Since ES6 / ES2015, the Promise.all (short-circuits when any promise is rejected) and Promise.race (short-circuits when any promise is settled) have provided two ways to work with groups of promises, but Promise.allSettled and Promise.any are on the way to add extra flexibility. Here’s how to use them all.
Mathias Bynens
Image & Video Management Made for Developers — Simplify and automate the process of uploading, manipulating, optimizing, and delivering images and videos across every device at any bandwidth. Try Cloudinary. See how easy media management can be. Get your own free account today.
Cloudinary sponsor
When Should You Be Using Web Workers? — Web Workers provide a way to run JavaScript in background threads in the browser and you’d think using them as much as possible would be a good thing.. right? Current frameworks make this tough, says Surma, who shows us why we should be working to change this ASAP.
Surma
Pika CDN: A CDN for Modern JavaScript — An interesting idea, this. It’s a proxy that serves up npm packages that use the ES Module syntax so you can use them directly on the Web using import.
Pika
Lebab 3.1: Turn Your ES5 Code Into Readable ES6 / ES2015 — An interesting project that follows a variety of rules to convert traditional JavaScript into a more modern variant. You can try it live here. It’s been a couple of years since we’ve linked to it, but it’s continued to get updates.
Rene Saarsoo
An Early Stage Proposal for Immutable Data Structures — A proposal for introducing immutable value types natively to JavaScript. It’s at an early stage but there are some interesting ideas.
Robin Ricard
💻 Jobs
Senior Node.js API Engineer - Exodus (Remote) — Do you live for beautiful APIs? We're looking for a meticulous, obsessive leader to focus on our backend API services.
Exodus
Stream Is Hiring a Senior Full Stack Engineer in Boulder - Colorado — Love writing JavaScript and maintaining infrastructure? We do too. Apply now and join the team in Boulder, Colorado.
Stream
Land a New Dev Job on Vettery — Vettery specializes in tech roles and is completely free for job seekers.
Vettery
📘 Tutorials, Opinions, and Videos
Using Array.prototype.flat and Array.prototype.flatMap — A quick look at two methods which are now supported in the latest versions of Node, Chrome, Firefox and Safari.
Mathias Bynens
▶ Porting Your Node.js Web App to Serverless in 30 Minutes(ish..) — This live-coding session will guide you through the process of migrating an existing Express application to AWS Lambda.
Alex Casalboni
Join a Community of 3.5 Million Developers — Deploy cloud native apps on the platform developers love. Sign up now with a new user activation credit.
DigitalOcean sponsor
Widening the Web with ECMA-402: Our Work on the Internationalization Extension to JavaScript — ECMA-402 is a separate standard (to ECMAScript itself) defining an internationalization API for ECMAScript. It’s supported to a certain extent by most browsers but there is still a lot of work to be done.
Valerie Young (Bocoup)
How One Team of Freelancers Writes Full Stack JavaScript Apps — Some simple principles one distributed agency uses.
Elie Steinbock
The reduce ({...spread}) Anti-Pattern — As an aside, this post is really well presented.
Rich Snapp
The Open Source Conundrum: How Do We Keep the Lights On?
CodeFund sponsor
A Guide to Angular 8's Differential Loading — Angular 8 now sends different bundles of code to different clients. Here’s the how and why, plus an Angular Auth0 tutorial tacked onto the end for some reason 😄
Sam Julien
To Have A Future, Ember Must Kill Its Past
Andrew Callahan
🔧 Code and Tools
readme-md-generator: A CLI That Generates Good-Looking README.md Files — It’s pretty simple but the results are nice. Answer some questions and get a good starter template for your project’s README.md file.
Franck Abgrall
VuePress 1.0 Released: A Vue.js-Powered Static Site Generator — There’s also a writeup of a talk which covered what’s new in 1.x.
Evan You
React Hot Loader 4.11.0: Tweak React Components in Real Time
Abramov, et al.
ChessBoard.js 1.0: A JavaScript Chessboard Component — Happy 1.0! Note that jQuery is a dependency. Examples here.
Chris Oakman
Gauge + Taiko = No More Flaky Tests. Everything You Need for Reliable End-to-End Testing — Gauge and Taiko are open source tools created by ThoughtWorks for end-to-end test automation.
Gauge sponsor
React-Leaflet 2.4: React Components for Leaflet Maps — Leaflet is a popular JavaScript library for creating interactive maps. This library brings support direct to React and has recently added React 16.8 and Flow 0.100 support.
Paul Le Cam
Swagger Client: A JS Client to Fetch, Resolve, and Interact with Swagger/OpenAPI Documents
Swagger
A Minimal Starter Boilerplate for JavaScript Libraries — Brings together Webpack 4, Babel 7, and Jest.
Francisco Hodge
Lightweight Charts: Lightweight, Canvas-Powered Financial Charts
TradingView, Inc.
by via JavaScript Weekly http://bit.ly/2KfQ70E
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