diff --git a/docs/awesome/awesome-browser-extensions-for-github.md b/docs/awesome/awesome-browser-extensions-for-github.md
index ff21fe6b52..3507d46b08 100644
--- a/docs/awesome/awesome-browser-extensions-for-github.md
+++ b/docs/awesome/awesome-browser-extensions-for-github.md
@@ -25,42 +25,42 @@ Want to know more about this process? Check out the [Codeless Contributions with
Shows notifications when you get a new notification on GitHub and provides quick access to all notifications in a popup.
-Installs: 132 | Stars: 78 | Last update: 2 Jun 2023
+Installs: 136 | Stars: 78 | Last update: 2 Jun 2023
Removes clutter from your pull request by automatically marking as viewed files that aren't worth reviewing.
-Installs: 31 | Stars: 7 | Last update: 14 Feb 2022
+Installs: 32 | Stars: 7 | Last update: 14 Feb 2022
Next level code navigation for GitHub.
-Installs: 611 | Stars: 60 | Last update: 20 Jul 2022
+Installs: 614 | Stars: 60 | Last update: 20 Jul 2022
Visualize GitHub repos as d3 force-directed graphs. The extension gives you a quick overview of the size and composition of any repo.
-Installs: 228 | Stars: 12 | Last update: 26 Apr 2022
+Installs: 221 | Stars: 12 | Last update: 26 Apr 2022
The CoderStats link for GitHub Chrome extension displays a link to the CoderStats page for the currently displayed user or organization profile page on GitHub.
-Installs: 824 | Stars: 19 | Last update: 2 May 2023
+Installs: 832 | Stars: 19 | Last update: 2 May 2023
Show the # of PRs and other contributors stats in the Issues/PRs tab. Can be helpful for maintainers that want to know if it's a contributor's first PR.
-Installs: 338 | Stars: 455 | Last update: 1 Mar 2021
+Installs: 343 | Stars: 455 | Last update: 1 Mar 2021
Displays size of each file, download link and an option of copying file contents directly to clipboard
-Installs: 40737 | Stars: 1916 | Last update: 25 Dec 2021
+Installs: 40744 | Stars: 1917 | Last update: 25 Dec 2021
Easily search GIPHY to add a GIF into any GitHub comment box.
-Installs: 10505 | Stars: 158 | Last update: 7 Nov 2023
+Installs: 10518 | Stars: 158 | Last update: 7 Nov 2023
Find the best GIFs for your awesome pull requests.
@@ -70,27 +70,27 @@ Installs: 136 | Stars: 22 | Last update: n/a
Quickly browse the history of a file from any git repository.
-Installs: 7220 | Stars: 13428 | Last update: 14 Oct 2023
+Installs: 7225 | Stars: 13428 | Last update: 14 Oct 2023
GitHub provides a page that only shows diffs with a .diff at the end of the URL of the pull request. This browser extension makes it easier to view csv diffs by using daff on that page.
-Installs: 29 | Stars: 4 | Last update: 18 Apr 2021
+Installs: 26 | Stars: 4 | Last update: 18 Apr 2021
Code folding - the ability to selectively hide and display sections of a code - is an invaluable feature in many text editors and IDEs. Now, developers can utilize that same style code-folding while poring over source code on the web in GitHub. Works for any type of indentation- spaces or tabs.
-Installs: 3120 | Stars: 286 | Last update: 14 Jul 2022
+Installs: 3121 | Stars: 286 | Last update: 14 Jul 2022
Set custom tab size for code view on GitHub.com
-Installs: 547 | Stars: 67 | Last update: 6 May 2019
+Installs: 545 | Stars: 67 | Last update: 6 May 2019
Easily navigate through the changes in a file that has been edited on GitHub.
-Installs: 209 | Stars: 19 | Last update: 28 Apr 2023
+Installs: 206 | Stars: 19 | Last update: 28 Apr 2023
A browser extension which gives different filetypes different icons on GitHub.
@@ -105,17 +105,17 @@ Installs: 1000 | Stars: 142 | Last update: 8 Oct 2019
Neat hovercards for GitHub.
-Installs: 27176 | Stars: 1785 | Last update: 12 May 2021
+Installs: 27181 | Stars: 1785 | Last update: 12 May 2021
Colorize issue and PR links to see their status (open, closed, merged).
-Installs: 924 | Stars: 294 | Last update: 4 Nov 2021
+Installs: 932 | Stars: 294 | Last update: 4 Nov 2021
Displays npm package stats on GitHub
-Installs: 645 | Stars: 56 | Last update: 31 May 2020
+Installs: 648 | Stars: 56 | Last update: 31 May 2020
Lists repositories that are similar to the one being viewed
@@ -135,17 +135,17 @@ Installs: 20000 | Stars: 1173 | Last update: 26 Jun 2020
Chrome extension to see story points in GitHub projects.
-Installs: 607 | Stars: 60 | Last update: 17 Aug 2020
+Installs: 611 | Stars: 60 | Last update: 17 Aug 2020
Generates a pie chart on user profile pages displaying a breakdown of what languages they have used in their repositories.
-Installs: 976 | Stars: 48 | Last update: 25 Sep 2023
+Installs: 982 | Stars: 48 | Last update: 25 Sep 2023
This extension adds the simplicity of WYSIWYG editing to issues, comments, pull requests, wikis and discussions in GitHub. It accepts Markdown input and offers productive writing, starting with tables.
-Installs: 2128 | Stars: 350 | Last update: 14 Nov 2023
+Installs: 2130 | Stars: 350 | Last update: 14 Nov 2023
View and create Linear tickets from any GitHub PR or issue.
@@ -160,17 +160,17 @@ Installs: 2000 | Stars: 278 | Last update: 30 Sep 2021
It can make the sub-directories and files of github repository as zip and download it
-Installs: 103360 | Stars: 34 | Last update: 21 Aug 2023
+Installs: 103409 | Stars: 34 | Last update: 21 Aug 2023
Create, save, edit, pin, search and delete filters that you commonly use on the Github Issues and Pull Requests pages. You are able to scope filters to be shown globally (on each repo) or only have them show up on the repo you create them on. Pinning filters is also a feature that this extension allows you to do. So if you have several filters you use daily - you have a way to quickly access them, at the top of your list.
-Installs: 547 | Stars: n/a | Last update: 22 Aug 2022
+Installs: 544 | Stars: n/a | Last update: 22 Aug 2022
Extension to get back current and longest streak.
-Installs: 687 | Stars: 225 | Last update: 10 Jan 2023
+Installs: 685 | Stars: 225 | Last update: 10 Jan 2023
Replace browser new tab screen with GitHub trending projects.
@@ -180,7 +180,7 @@ Installs: 2000 | Stars: 343 | Last update: n/a
Hide dotfiles from the GitHub file browser.
-Installs: 687 | Stars: 317 | Last update: 17 Sep 2021
+Installs: 686 | Stars: 317 | Last update: 17 Sep 2021
Allows you to toggle between the normal GitHub contribution chart and an isometric pixel art version.
@@ -190,22 +190,22 @@ Installs: 10000 | Stars: 3396 | Last update: 19 Nov 2023
Browser extension to add git graph to GitHub website.
-Installs: 5345 | Stars: 2068 | Last update: 17 Nov 2023
+Installs: 5354 | Stars: 2076 | Last update: 17 Nov 2023
Chrome extension that adds a button in browser and links this button to a GitHub repository that you will configure, then on any webpage just click this extension button and it will add the given link with the title of the page in that repository.
-Installs: 64 | Stars: 233 | Last update: 26 May 2018
+Installs: 63 | Stars: 233 | Last update: 26 May 2018
See forks with the most stars under the names of repositories.
-Installs: 1328 | Stars: 561 | Last update: 6 Nov 2023
+Installs: 1333 | Stars: 562 | Last update: 6 Nov 2023
Show Material icons for files/folders in repository file viewer. Display the same icons from vscode-material-icon-theme VSCode extension.
-Installs: 10647 | Stars: 387 | Last update: 21 Nov 2023
+Installs: 10660 | Stars: 387 | Last update: 21 Nov 2023
An extension that creates direct links to imported modules, external or internal, on source code on GitHub. Supports multiple languages, including common ones like Rust, Go, Python and Ruby, but also odd ones like Nim, Haskell, Julia and Elm.
@@ -215,17 +215,17 @@ Installs: 46 | Stars: 245 | Last update: 27 Nov 2019
Chrome extension which helps you not to miss important changes in your news thread related to your repo
-Installs: 14 | Stars: 14 | Last update: 1 Oct 2018
+Installs: 13 | Stars: 14 | Last update: 1 Oct 2018
A Chrome and Firefox extension to quickly see your notifications in a popup without leaving the current page.
-Installs: 433 | Stars: 141 | Last update: 6 Apr 2023
+Installs: 434 | Stars: 141 | Last update: 6 Apr 2023
Displays your GitHub notifications unread count. Supports GitHub Enterprise and an option to only show unread count for issues you're participating in. You can click the icon to quickly see your unread notifications.
-Installs: 10565 | Stars: 1753 | Last update: 12 Jul 2023
+Installs: 10577 | Stars: 1755 | Last update: 12 Jul 2023
Filter your pull requests/issues in different categories giving you a big boost in productivity. Also suggests new trending repositories.
@@ -235,14 +235,14 @@ Installs: 83 | Stars: 133 | Last update: 20 Nov 2023
OctoLinker is the easiest and best way to navigate between files and projects on GitHub. It supports languages such as JavaScript, Ruby, Go, PHP, JAVA and more. It works with package.json as well as with Gemfiles.
-Installs: 32683 | Stars: 5200 | Last update: 13 Nov 2022
+Installs: 32698 | Stars: 5199 | Last update: 13 Nov 2022
OctoPermalinker is a browser extension that searches GitHub comments/files for links to files on branches, and adds a link to where the branch pointed when the comment/file was made/updated. This helps you avoid following a link that was broken after being posted. For context, here's some discussion about broken GitHub links: [Don't link to line numbers in GitHub](https://news.ycombinator.com/item?id=8046710).
For example, suppose you're looking at a gist that links to a file on the master branch of a repo. At the time the gist was made, the link worked, but if the file gets removed, the link is broken. OctoPermalinker uses the gist creation date to add a permalink that still works.
-Installs: 220 | Stars: 21 | Last update: 20 May 2017
+Installs: 223 | Stars: 21 | Last update: 20 May 2017
The missing IntelliSense hint for GitHub and GitLab
@@ -252,22 +252,22 @@ Installs: 5000 | Stars: 959 | Last update: 4 Feb 2022
Useful for developers who frequently read source in GitHub and do not want to download or checkout too many repositories.
-Installs: 337391 | Stars: 22567 | Last update: 17 Nov 2023
+Installs: 337505 | Stars: 22570 | Last update: 17 Nov 2023
Revert GitHub's UI back to its classic look (before the June 23, 2020 update that has a flat, rounded and more whitespaced design).
-Installs: 369 | Stars: 224 | Last update: 30 Apr 2023
+Installs: 372 | Stars: 224 | Last update: 30 Apr 2023
This browser extension allows you to open files in your IDE directly from GitHub, assuming the repository you are working on is cloned on your computer. When a fragment of a file is displayed, your IDE opens the file and puts the cursor at the desired line.
-Installs: 1046 | Stars: 65 | Last update: 23 Sep 2023
+Installs: 1047 | Stars: 65 | Last update: 23 Sep 2023
Helps you keep track of incoming and outgoing PRs, and notifies you when you receive a pull request on GitHub.
-Installs: 745 | Stars: 112 | Last update: 21 Jun 2023
+Installs: 748 | Stars: 112 | Last update: 21 Jun 2023
Browser extension that shows which pull requests contain changes related to a file.
@@ -277,17 +277,17 @@ Installs: 39 | Stars: 96 | Last update: 15 Oct 2020
Extension that simplifies the GitHub interface and adds useful features.
-Installs: 78585 | Stars: 22194 | Last update: 23 Nov 2023
+Installs: 78741 | Stars: 22202 | Last update: 1 Dec 2023
Are they tabs? Are they spaces? How many? Never wonder again! Renders spaces as `·` and tabs as `→` in all the code on GitHub.
-Installs: 611 | Stars: 75 | Last update: 25 Aug 2018
+Installs: 612 | Stars: 75 | Last update: 25 Aug 2018
Introduces the Explore tab in the pull request interface where you can review changes ordered by importance and see the semantic context surrounding each change.
-Installs: 36 | Stars: n/a | Last update: 10 Aug 2020
+Installs: 34 | Stars: n/a | Last update: 10 Aug 2020
The Sourcegraph browser extension gives GitHub IDE-like powers when you're viewing code, pull requests, and diffs:
@@ -298,7 +298,7 @@ The Sourcegraph browser extension gives GitHub IDE-like powers when you're viewi
4. Hover tooltips
5. File tree navigation
-Installs: 101039 | Stars: 9190 | Last update: 25 Oct 2023
+Installs: 101059 | Stars: 9194 | Last update: 25 Oct 2023
Make tab indented code more readable by forcing the tab size to 4 instead of 8.
@@ -308,7 +308,7 @@ Installs: 2000 | Stars: 280 | Last update: 25 Sep 2021
Helps you see easily which activities happened since you last visited GitHub.
-Installs: 205 | Stars: 31 | Last update: n/a
+Installs: 201 | Stars: 31 | Last update: n/a
Generate a magic link for your PR and post it on shared Slack channel, to entice reviewers to pick up your PR faster!
@@ -318,17 +318,17 @@ Installs: 1000 | Stars: n/a | Last update: 27 Jun 2023
ZenHub is the first and only project management suite that works natively within GitHub; enhancing your workflow with features built specifically for startups, fast-moving engineering teams, and the open-source community. The product is a browser extension that injects advanced functionality including real-time drag-and-drop Issue Task Boards, peer feedback via a +1 button, and support for uploading any file type directly into the GitHub interface. ZenHub makes it easy to centralize all processes into GitHub, keeping your team lean and agile.
-Installs: 70000 | Stars: n/a | Last update: 23 Nov 2023
+Installs: 70000 | Stars: n/a | Last update: 30 Nov 2023
All your issues, PRs, repos and other work documents right in your new tab
-Installs: 20174 | Stars: n/a | Last update: 17 Oct 2023
+Installs: 20178 | Stars: n/a | Last update: 17 Oct 2023
file tree for github, and more than that.
-Installs: 10393 | Stars: n/a | Last update: 12 Aug 2023
+Installs: 10400 | Stars: n/a | Last update: 12 Aug 2023
Add breakpoints at 1400px, 1600px and 1800px for full GitHub experience on large screens. Also removes the truncating of file and directory names in the repository browser.
@@ -338,14 +338,14 @@ Installs: 2000 | Stars: 130 | Last update: 24 Jul 2020
gitpod streamlines developer workflows by providing ready-to-code development environments in your browser - powered by vs code.
-Installs: 52403 | Stars: 126 | Last update: 18 Oct 2023
+Installs: 52445 | Stars: 126 | Last update: 18 Oct 2023
When viewing a repository on github.com that has a package.json file, this extension will introspect the dependencies in package.json and display links and description for each dependency, just below the repo's README.
-Installs: 2087 | Stars: 727 | Last update: 29 May 2023
+Installs: 2089 | Stars: 728 | Last update: 29 May 2023
Extends GitHub pages with math, diagrams, embedded YouTube videos etc.
-Installs: 470 | Stars: 87 | Last update: 22 Aug 2023
+Installs: 462 | Stars: 87 | Last update: 22 Aug 2023
diff --git a/docs/awesome/awesome-creative-technology.md b/docs/awesome/awesome-creative-technology.md
index 7837802017..ca697e4053 100644
--- a/docs/awesome/awesome-creative-technology.md
+++ b/docs/awesome/awesome-creative-technology.md
@@ -34,277 +34,277 @@ Creative technologists by definition have a breadth of skills as opposed to a sp
## Creative Technology
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**1024 Architecture**](https://www.1024architecture.net/) | [Paris] | architectural and digital works, orchestrated sound and light scores |
-| [**Acrylicize**](https://www.acrylicize.com/) | [London] [NYC] [Seattle] | harness the power of art and creativity to help people fall in love with spaces |
-| [**Ada**](https://a-da.co/) | [NYC] | experience innovation and design agency that partners with the world's most ambitious visionaries and brands in the culture, arts and social impact space |
-| [**Adirondack Studios**](https://www.adkstudios.com/) | [Glens Falls, NY] [Dubai] [Orlando] [Shanghai] [LA] [Singapore] | concept, schematic, design, construction, fabrication, installation, support |
-| [**Alt Ethos**](https://altethos.com/) | [Denver] | experiential, metaverse, and event design agency |
-| [**Art + Com**](https://artcom.de/en/) | [Berlin] | media sculptures, data installations, new media |
-| [**Art Processors**](https://www.artprocessors.net) | [Melbourne] [NYC] | partner with cultural and tourism organisations to invent new realities of human experience |
-| [**Augmented Magic**](https://www.augmented-magic.com/) | [Paris] | augmented magic shows, digital installations |
-| [**AV Controls**](https://www.av-controls.com/) | [NYC] | site-specific technology installations, digital landmarks |
-| [**Barbarian**](https://wearebarbarian.com/) | [NYC] | marketing and advertising, new media |
-| [**Beaudry Interactive**](https://www.binteractive.com/) | [LA] | themed entertainment, museum exhibitions, live shows, and branded experiences |
-| [**Blackbow**](https://www.blackbow.cn/) | [Beijing] | projection mapping, digital art and cultural experiences |
-| [**Blublu**](http://www.blu-blu.com/) | [Hangzhou] | projection mapping, immersive experiences for museums and workspace |
-| [**Bluecadet**](https://www.bluecadet.com/) | [Philadelphia] [NYC] | experience design across digital and physical environments, visitor centers |
-| [**BRDG Studios**](https://www.brdg.co/) | [Philadelphia] | digital moments in physical spaces, retail environments, art galleries, events |
-| [**BREAKFAST**](https://breakfastny.com/) | [NYC] | software-/hardware-driven artworks, flip discs |
-| [**Breeze Creative**](https://www.breezecreative.com/) | [NYC] [Miami] | interactive experience design, family entertainment, museums, playgrounds, educational institutions |
-| [**C&G Partners**](https://www.cgpartnersllc.com/) | [NYC] | branding, digital installations, exhibits and environments, signage, wayfinding, websites |
-| [**Charcoalblue**](https://www.charcoalblue.com/) | [NYC] [Melbourne] [Chicago] [UK] [London] | amazing spaces where stories are told and experiences are shared |
-| [**Cinimod Studio**](https://www.cinimodstudio.com) | [London] | location based work where technology, environment, content and real life interaction meet |
-| [**Code and Theory**](https://www.codeandtheory.com/) | [NYC] [San Francisco] [London] [Manila] | strategically driven, digital-first agency that lives at the intersection of creativity and technology |
-| [**Cognition**](https://cognitionlabs.io/) | [LA] | an interactive studio designed to enrich experiences by building creative technology with human empathy |
-| [**Comuzi**](https://www.comuzi.xyz/) | [London] | explore and imagine and prototyp and creatr future-forward creative concepts |
-| [**DE-YAN**](https://de-yan.com/) | [NYC] | creative concepting, experiential, motion, graphic & interactive design within luxury, fashion, beauty, & lifestyle |
-| [**Deeplocal**](https://www.deeplocal.com/) | [Pittsburgh] | creative engineers, inventors, interactive experiences, human stories |
-| [**Design I/O**](https://www.design-io.com/) | [NYC] [San Francisco] | immersive, interactive installations, storytelling, events, galleries, museums, exhibitions and public space |
-| [**Digifun**](http://www.digitalfun.net/) | [Shanghai] | projection mapping, new media art education |
-| [**Digital Ambiance**](https://www.digitalambiance.com/) | [Berkeley, CA] | lighting design, projection mapping, interactive design |
-| [**Dimensional Innovations**](https://dimin.com/) | [Kansas City] [Atlanta] [Minneapolis] [Denver] [LA] [Pittsburgh] | experience design, interactive experiences, brand activation |
-| [**Dome**](http://www.domecollective.com) | [NYC] | experience design studio that gathers designers, technologists, and strategists to solve unusual problems |
-| [**Domestic Data Streamers**](https://domesticstreamers.com/) | [Barcelona] | fighting indifference towards data |
-| [**dotdotdash**](https://dotdotdash.io/) | [Portland] [LA] [NYC] | innovation agency that seamlessly blends the physical and digital |
-| [**Downstream**](https://downstream.com/) | [Portland] [Amsterdam] [Melbourne] | strategy + design + content + technology |
-| [**Dpt.**](https://dpt.co/) | [Montreal] | generating wonder with immersive platforms, AR, & VR |
-| [**Eness**](https://www.eness.com/) | [Melbourne] | evocative interactive experiences for public, commercial and cultural entities |
-| [**Envoy**](https://www.weareenvoy.com/) | [Chicago] [LA] [San Diego] | transform environments into exceptional experiences, formerly Leviathan |
-| [**ESI Design**](https://esidesign.nbbj.com/) | [NYC] | transforms places into experiences, immersive deisgn, architectural scale |
-| [**Extrapolation Factory**](https://extrapolationfactory.com/) | [NYC] | research studio, futures studies, collaborative prototyping |
-| [**Fast Horse**](https://www.fasthorseinc.com/) | [Minneapolis] | a truly integrated creative agency |
-| [**FIELD**](https://www.field.io/) | [London] | future aesthetics for design, motion, experiential |
-| [**Float4**](https://float4.com/en/) | [Montreal] [NYC] | integrates digital experiences into physical spaces to amplify their identity |
-| [**fuse**](https://www.fuseworks.it/en/) | [Modena, Italy] | live-media performances, experimentation, electronic music, digital arts |
-| [**Future Colossal**](https://www.futurecolossal.com/) | [NYC] | experiential technologies in advertising and entertainment and art |
-| [**Gallagher & Associates**](https://www.gallagherdesign.com/) | [DC] [NYC] [Portland] [Singapore] | harmony between technology, narrative, and physical design |
-| [**Game Seven**](https://www.gamesevenmktg.com/) | [NYC] [LA] | intersection of sport and culture, brand stories |
-| [**Geeksart**](http://geeks-art.com/) | [Guangzhou] [Shanghai] | media sculptures, new media exhibition |
-| [**Giant Spoon**](https://giantspoon.com/) | [NYC] [LA] | translate cultural trends into big ideas, experiential, gaming |
-| [**Hotel Creative**](https://hotelcreative.com/) | [London] | retail, branding, exhibitions, events |
-| [**Hovercraft**](https://www.hovercraftstudio.com/) | [Denver] [Portland] | interactive installations, site-specific content, retail, sports |
-| [**HUSH**](https://heyhush.com/) | [NYC] | marketing and advertising, retail and DTC, architecture |
-| [**iart**](https://iart.ch/en/) | [Basel] | studio for media architectures, enhancing physical spaces with digital technology |
-| [**IMG SRC**](https://www.imgsrc.co.jp/) | [Tokyo] | full-service communication agency focusing on websites, installations, and R&D |
-| [**Immersive International**](https://www.immersive.international/) | [London] [Shanghai] [Ottawa] [Hong Kong] [Cape Town] | live experiences and art installations in public, private and commercial spaces |
-| [**Intergalactic**](https://intergalactic.com) | [Vancouver] [London] | mobile apps, interactive screens, web development, application design and visualization |
-| [**Invisible North**](https://www.invisiblenorth.com/) | [NYC] | culturally fluent, thoughtful experiences, bring brands to life |
-| [**Jam3**](https://www.jam3.com) | [Toronto] [LA] [Montevideo] [Amsterdam] | create modern experiences for tomorrow's brands |
-| [**Jason Sherwood Design**](http://jasonsherwooddesign.com/) | [NYC] | television and broadway and concert stage design |
-| [**Left Field Labs**](https://www.leftfieldlabs.com/) | [LA] | products, platforms, and services that solve fundamental human challenges |
-| [**Listen**](https://wearelisten.com/) | [NYC] | sensory-driven brand assets, modern cultural landscape, sound, experiences |
-| [**Lorem Ipsum**](https://loremipsumcorp.com/) | [NYC] [Moscow] [London] | experience design, narrative, physical and digital environments |
-| [**m ss ng p eces**](https://mssngpeces.com/) | [NYC] [LA] | new wave production and entertainment partner for content and immersive experiences that inspire culture |
-| [**Magnopus**](https://www.magnopus.com/) | [LA] [London] | unite the physical and digital worlds with extraordinary experiences |
-| [**Manifold**](https://www.wearemanifold.com/) | [San Francisco] [LA] [Portland] | we hire smart people and get out of their way |
-| [**Map**](http://mapprojectoffice.com/) | [London] | industrial designers who believe great design can solve problems |
-| [**Marshmallow Laser Feast**](https://www.marshmallowlaserfeast.com/) | [London] | leaving a slug trail of sensory nuggets as we journey through the cosmos |
-| [**Master of Shapes**](https://masterofshapes.com/) | [LA] | a space surfing, geometry taming, buffalo riding, Future House |
-| [**Midnight Commercial**](http://midnightcommercial.com/) | [NYC] | unite the disparate digital and physical worlds |
-| [**MindBuffer**](https://mindbuffer.net/) | [Berlin] | audiovisual research and digital design studio |
-| [**Moment Factory**](https://momentfactory.com/home) | [Montreal] [LA] [London] [Tokyo] [Paris] [NYC] | shows, destinations, content, interactive, scenography |
-| [**Momentum Worldwide**](https://www.momentumww.com/) | [NYC] [Athens] [Atlanta] [Bogota] [Bucharest] [Cairo] [Chicago] [Dubai] [Frankfurt] [Gothenburg] [Lima] [London] [Madrid] [Manchester] [Mexico City] [Milan] [New Delhi] [Santiago] [Sao Paulo] [Seattle] [Seoul] [St. Louis] [Sydney] [Toronto] [Tokyo] | disruptive, entertaining, shareable, unforgettable experiences for clients and their fans |
-| [**Motse**](https://www.behance.net/motseart/projects) | [Shenzhen] | digital art |
-| [**MSCHF**](https://mschf.xyz/) | [NYC] | viral stunts and products, trying to do stuff that the world can't even define |
-| [**mycotoo**](https://mycotoo.com/) | [LA] [Barcelona] | entertainment development company specializing in theme park design, immersive experiences, and best-in-class events worldwide |
-| [**NCompass**](https://ncompassonline.com/) | [LA] | brand and marketing solutions creating experiences that integrate the latest technology and creative |
-| [**Neon Global**](https://www.neonglobal.com/) | [Singapore] | world class and epic experiences that are innovative, creative and exciting |
-| [**NeoPangea**](https://www.neopangea.com/) | [Reading, PA] | microsites, games, VR/AR, digital, social |
-| [**NEXT/NOW**](https://www.nextnowagency.com/) | [Chicago] | brand activations, immersive environments, emerging technologies |
-| [**NGX Interactive**](https://ngxinteractive.com/) | [Vancouver] | pushing new technologies to create experiences that are vivid and meaningful |
-| [**Night Kitchen**](https://www.whatscookin.com/) | [Philadelphia] | dynamic digital experiences, online exhibitions, digital strategy, storytelling |
-| [**Nohlab**](https://nohlab.com/works) | [Istanbul] | producing interdisciplinary experiences around art, design and technology |
-| [**Normal**](https://normal.studio/en/) | [Montreal] | public installations, entertainment, performing arts, stage design |
-| [**Nowhere**](https://studionowhere.com/) | [Shanghai] | marketing events, interactive experiences |
-| [**Oat Foundry**](https://www.oatfoundry.com/) | [Philadelphia] | split-flap displays, electromechanical stuff, think tank, products, experiences |
-| [**OIO**](https://oio.studio/) | [London] | creative company working on future products and tools for a less boring future |
-| [**Onformative**](https://onformative.com/) | [Berlin] | studio for digital art and design, challenge the boundaries between art and design and technology |
-| [**Optimist**](https://optimistinc.com/) | [LA] [NYC] [London] [Amsterdam] [Hamburg] [Berlin] [Prague] | architects of subculture, creative, design, strategy, production, content, brand experience |
-| [**Patten Studio**](https://www.pattenstudio.com/) | [NYC] | informed by research at the MIT Media Lab, experiences that connect people |
-| [**Potion Design**](https://www.potiondesign.com/) | [NYC] | design and technology studio, interactive, musuems |
-| [**pretty bloody simple**](https://www.prettybloodysimple.com) | [Munich] | interactive experiences, analog and digital, musuems |
-| [**RadicalMedia**](https://www.radicalmedia.com/) | [NYC] [LA] | commercials, documentaries, music videos, branded experiences, & immersive environments |
-| [**Rare Volume**](https://rarevolume.com/) | [NYC] | design and technology studio, interactive video walls |
-| [**Red Paper Heart**](https://redpaperheart.com) | [NYC] | art from real world interaction |
-| [**Relative Scale**](https://relativescale.com/) | [Raleigh] | bespoke digital products and experiences for brands and institutions |
-| [**RGI Creative**](https://www.rgicreative.com/) | [Cleveland] | corporate experience design, museums exhibits and displays |
-| [**Rosie Lee Creative**](https://rosieleecreative.com/) | [London] [Amsterdam] [NYC] | design, creative, digital and consultancy |
-| [**S1T2**](https://s1t2.com/) | [Sydney] [Melbourne] [Shanghai] | We create interactive experiences that immerse audiences in the future of storytelling through technology. |
-| [**Second Story**](https://secondstory.com/) | [Atlanta] [Portland] [NYC] | exhibition, interactive, software, experience, hardware, VR, AR, projection |
-| [**Seeeklab**](https://www.seeeklab.com/en/) | [Xiamen] | marketing events, interactive installation |
-| [**Set Reset**](https://set-reset.com/) | [London] | transforming data into compelling stories that fuel growth and create opportunity |
-| [**SOSO**](https://www.sosolimited.com/) | [Boston] [San Diego] | delivering real human impact across physical and virtual space, placemaking and storytelling |
-| [**space150**](https://www.space150.com/) | [Minneapolis] [LA] [NYC] | a tech-driven creative agency |
-| [**Special Projects**](https://specialprojects.studio/) | [London] | design and innovation agency that reveals user needs and transforms them into experiences and products |
-| [**Spectacle**](https://spectacle.works/) | [Phoenix] | expertise in fabricating experiences that drive engagement and wow participants |
-| [**Spectra Studio**](https://spectra.studio/) | [LA] | installations, projection, sculpture, robotics, light and sound |
-| [**Staat**](https://www.staat.com/) | [Amsterdam] | branding, editorial, event, film, graphic design, illustration, installation, interactive, interior design, production, retail |
-| [**Stimulant**](https://stimulant.com/) | [San Francisco] | experience design and interactive installation, human-scale, site-specific digital experiences and touchscreen applications |
-| [**StoreyStudio**](https://www.storeystudio.com/) | [London] | spatial design, set design, window displays, moving image |
-| [**Studio Black**](https://www.studioblack.org/) | [LA] [NYC] | technical production, design advisory, content management, digital content |
-| [**Studio Elsewhere**](https://www.studioelsewhere.co/) | [NYC] | bio-experiential design and technology to support brain health |
-| [**Super A-OK**](https://superaok.com/) | [NYC] | A multi-modal service bureau for the 21st century, fabrication, electronics |
-| [**SUPERBIEN**](https://www.superbien.studio) | [Paris] [NYC] [Dubai] | Creative studio for visually extended experiences, merging digital & physical environments. |
-| [**Superfly**](https://superf.ly/) | [NYC] | create shared experiences that shape how the world plays & connects |
-| [**TAD**](https://technologyarchitecturedesign.com/) | [NYC] [London] | digital experiences, technology and architecture, designed to inspire people. |
-| [**Team Epiphany**](https://www.teamepiphany.com/) | [NYC] [LA] | influencer marketing, IRL, vertical integration |
-| [**Tellart**](https://www.tellart.com/) | [Providence] [Amsterdam] [San Francisco] | transformative experiences, invention, physical & digital experiences, new technologies |
-| [**The Gathery**](http://www.thegathery.com/) | [NYC] | editorially-born creative agency specializing in brand marketing and content creation |
-| [**The Lab at Rockwell Group**](https://www.labatrockwellgroup.com) | [NYC] | architecture and design, branded experiences, immersive environments, pop ups |
-| [**The Projects**](http://theprojects.com/) | [London] [LA] [NYC] [Sydney] | brand consultancy, meaningful experiences, tell stories |
-| [**THG**](https://thehettemagroup.com/) | [LA] | experiential, exhibit, live shows, theme parks, retail, dining, museums |
-| [**Thinkwell**](https://thinkwellgroup.com/) | [LA] [Montreal] [Abu Dhabi] [Riyadh] | strategy, experience design, production, master planning, entertainment destinations, branded attractions, interactive media installations, events, museums, expos |
-| [**Tool**](https://www.toolofna.com/) | [LA] | help brands and agencies with ideation, content, and experience production that generate buzz |
-| [**Trivium Interactive**](https://www.triviuminteractive.com/) | [Boston] | experience design and production |
-| [**Two Goats**](https://www.twogoats.us/) | [NYC] [LA] [London] | AR, interactive branded experiences |
-| [**Unified Field**](https://www.unifiedfield.com/) | [NYC] | content-rich, experiential and interactive media for digital branding, media environments, and exhibits in public spaces |
-| [**UNIT9**](https://www.unit9.com/) | [London] [LA] [NYC] [Berlin] | innovation architects, product designers, software engineers, gaming experts, creatives, art directors, designers, producers and film directors |
-| [**Upswell**](https://hello-upswell.com/) | [Portland] | digital and physical content first experiences |
-| [**VTProDesign**](https://vtprodesign.com/) | [LA] | high tech robotics and projection mapping |
-| [**VVOX**](https://volvoxlabs.com/) | [NYC] [LA] | high-end design, code, fabrication, sound |
-| [**We Are Royale**](https://weareroyale.com/) | [LA] [Seattle] | frontlines of design & technology to arm brands with the creative to turn audiences into advocates |
-| [**Wonderlabs**](https://www.wonderlabsstudio.com/) | [Shanghai] | marketing events, interactive installation |
-| [**XORXOR**](https://www.xorxor.hu) | [Budapest] | collaboration between scientists, engineers, artists and robots, real-time visuals meet complex design |
-| [**Yellow Studio**](https://yellowstudio.com/) | [NYC] | artistically-minded design, tv/concert/event production design, set design |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**1024 Architecture**](https://www.1024architecture.net/) | [Paris] | architectural and digital works, orchestrated sound and light scores | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:job@1024architecture.net)
+| [**Acrylicize**](https://www.acrylicize.com/) | [London] [NYC] [Seattle] | harness the power of art and creativity to help people fall in love with spaces | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:work@acrylicize.com)
+| [**Ada**](https://a-da.co/) | [NYC] | experience innovation and design agency that partners with the world's most ambitious visionaries and brands in the culture, arts and social impact space |
+| [**Adirondack Studios**](https://www.adkstudios.com/) | [Glens Falls, NY] [Dubai] [Orlando] [Shanghai] [LA] [Singapore] | concept, schematic, design, construction, fabrication, installation, support | [🌐](https://www.adkstudios.com/team/#careers)
+| [**Alt Ethos**](https://altethos.com/) | [Denver] | experiential, metaverse, and event design agency |
+| [**Art + Com**](https://artcom.de/en/) | [Berlin] | media sculptures, data installations, new media | [🌐](https://artcom.de/en/jobs/)
+| [**Art Processors**](https://www.artprocessors.net) | [Melbourne] [NYC] | partner with cultural and tourism organisations to invent new realities of human experience | [🌐](https://www.artprocessors.net/job-opportunities)
+| [**Augmented Magic**](https://www.augmented-magic.com/) | [Paris] | augmented magic shows, digital installations | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:contact@augmented-magic.com)
+| [**AV Controls**](https://www.av-controls.com/) | [NYC] | site-specific technology installations, digital landmarks | [🌐](https://www.av-controls.com/jobs-current)
+| [**Barbarian**](https://wearebarbarian.com/) | [NYC] | marketing and advertising, new media | [🌐](https://wearebarbarian.hire.trakstar.com/jobs?)
+| [**Beaudry Interactive**](https://www.binteractive.com/) | [LA] | themed entertainment, museum exhibitions, live shows, and branded experiences |
+| [**Blackbow**](https://www.blackbow.cn/) | [Beijing] | projection mapping, digital art and cultural experiences | [🌐](https://www.blackbow.cn/career/)
+| [**Blublu**](http://www.blu-blu.com/) | [Hangzhou] | projection mapping, immersive experiences for museums and workspace | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:blu@blu-blu.com)
+| [**Bluecadet**](https://www.bluecadet.com/) | [Philadelphia] [NYC] | experience design across digital and physical environments, visitor centers | [🌐](https://www.bluecadet.com/contact/careers/#custom-shortcode-4)
+| [**BRDG Studios**](https://www.brdg.co/) | [Philadelphia] | digital moments in physical spaces, retail environments, art galleries, events | [🌐](https://brdg.co/careers/)
+| [**BREAKFAST**](https://breakfastny.com/) | [NYC] | software-/hardware-driven artworks, flip discs | [🌐](https://breakfaststudio.com/jobs)
+| [**Breeze Creative**](https://www.breezecreative.com/) | [NYC] [Miami] | interactive experience design, family entertainment, museums, playgrounds, educational institutions |
+| [**C&G Partners**](https://www.cgpartnersllc.com/) | [NYC] | branding, digital installations, exhibits and environments, signage, wayfinding, websites | [🌐](https://www.cgpartnersllc.com/about/careers/)
+| [**Charcoalblue**](https://www.charcoalblue.com/) | [NYC] [Melbourne] [Chicago] [UK] [London] | amazing spaces where stories are told and experiences are shared | [🌐](https://www.charcoalblue.com/work-with-us)
+| [**Cinimod Studio**](https://www.cinimodstudio.com) | [London] | location based work where technology, environment, content and real life interaction meet | [🌐](https://www.cinimodstudio.com/about)
+| [**Code and Theory**](https://www.codeandtheory.com/) | [NYC] [San Francisco] [London] [Manila] | strategically driven, digital-first agency that lives at the intersection of creativity and technology | [🌐](https://www.codeandtheory.com/careers)
+| [**Cognition**](https://cognitionlabs.io/) | [LA] | an interactive studio designed to enrich experiences by building creative technology with human empathy | [🌐](https://www.codeandtheory.com/careers)
+| [**Comuzi**](https://www.comuzi.xyz/) | [London] | explore and imagine and prototyp and creatr future-forward creative concepts |
+| [**DE-YAN**](https://de-yan.com/) | [NYC] | creative concepting, experiential, motion, graphic & interactive design within luxury, fashion, beauty, & lifestyle | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:CAREERS@DE-YAN.COM)
+| [**Deeplocal**](https://www.deeplocal.com/) | [Pittsburgh] | creative engineers, inventors, interactive experiences, human stories | [🌐](https://deeplocal.applytojob.com/)
+| [**Design I/O**](https://www.design-io.com/) | [NYC] [San Francisco] | immersive, interactive installations, storytelling, events, galleries, museums, exhibitions and public space |
+| [**Digifun**](http://www.digitalfun.net/) | [Shanghai] | projection mapping, new media art education |
+| [**Digital Ambiance**](https://www.digitalambiance.com/) | [Berkeley, CA] | lighting design, projection mapping, interactive design | [🌐](https://www.digitalambiance.com/careers/)
+| [**Dimensional Innovations**](https://dimin.com/) | [Kansas City] [Atlanta] [Minneapolis] [Denver] [LA] [Pittsburgh] | experience design, interactive experiences, brand activation | [🌐](https://dimin.com/about/careers)
+| [**Dome**](http://www.domecollective.com) | [NYC] | experience design studio that gathers designers, technologists, and strategists to solve unusual problems |
+| [**Domestic Data Streamers**](https://domesticstreamers.com/) | [Barcelona] | fighting indifference towards data |
+| [**dotdotdash**](https://dotdotdash.io/) | [Portland] [LA] [NYC] | innovation agency that seamlessly blends the physical and digital | [🌐](https://www.dotdotdash.io/careers)
+| [**Downstream**](https://downstream.com/) | [Portland] [Amsterdam] [Melbourne] | strategy + design + content + technology | [🌐](https://downstream.com/careers)
+| [**Dpt.**](https://dpt.co/) | [Montreal] | generating wonder with immersive platforms, AR, & VR | [🌐](https://dpt.co/en/contact-us/)
+| [**Eness**](https://www.eness.com/) | [Melbourne] | evocative interactive experiences for public, commercial and cultural entities | [🌐](https://www.eness.com/jobs)
+| [**Envoy**](https://www.weareenvoy.com/) | [Chicago] [LA] [San Diego] | transform environments into exceptional experiences, formerly Leviathan | [🌐](https://www.weareenvoy.com/careers)
+| [**ESI Design**](https://esidesign.nbbj.com/) | [NYC] | transforms places into experiences, immersive deisgn, architectural scale | [🌐](https://esidesign.nbbj.com/jobs/)
+| [**Extrapolation Factory**](https://extrapolationfactory.com/) | [NYC] | research studio, futures studies, collaborative prototyping |
+| [**Fast Horse**](https://www.fasthorseinc.com/) | [Minneapolis] | a truly integrated creative agency | [🌐](https://www.fasthorseinc.com/careers/)
+| [**FIELD**](https://www.field.io/) | [London] | future aesthetics for design, motion, experiential |
+| [**Float4**](https://float4.com/en/) | [Montreal] [NYC] | integrates digital experiences into physical spaces to amplify their identity | [🌐](https://float4.com/en/life-at-float4/)
+| [**fuse**](https://www.fuseworks.it/en/) | [Modena, Italy] | live-media performances, experimentation, electronic music, digital arts |
+| [**Future Colossal**](https://www.futurecolossal.com/) | [NYC] | experiential technologies in advertising and entertainment and art | [🌐](https://www.futurecolossal.com/contact)
+| [**Gallagher & Associates**](https://www.gallagherdesign.com/) | [DC] [NYC] [Portland] [Singapore] | harmony between technology, narrative, and physical design | [🌐](https://www.futurecolossal.com/contact)
+| [**Game Seven**](https://www.gamesevenmktg.com/) | [NYC] [LA] | intersection of sport and culture, brand stories | [🌐](https://www.gameseven.agency/careers)
+| [**Geeksart**](http://geeks-art.com/) | [Guangzhou] [Shanghai] | media sculptures, new media exhibition | [🌐](http://geeks-art.com/join-us/)
+| [**Giant Spoon**](https://giantspoon.com/) | [NYC] [LA] | translate cultural trends into big ideas, experiential, gaming | [🌐](https://giantspoon.com/#careers)
+| [**Hotel Creative**](https://hotelcreative.com/) | [London] | retail, branding, exhibitions, events | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@hotelcreative.com)
+| [**Hovercraft**](https://www.hovercraftstudio.com/) | [Denver] [Portland] | interactive installations, site-specific content, retail, sports | [🌐](https://hovercraftstudio.com/careers?job=freelance-creative-partners)
+| [**HUSH**](https://heyhush.com/) | [NYC] | marketing and advertising, retail and DTC, architecture | [🌐](https://www.heyhush.com/people)
+| [**iart**](https://iart.ch/en/) | [Basel] | studio for media architectures, enhancing physical spaces with digital technology | [🌐](https://iart.ch/en/jobs)
+| [**IMG SRC**](https://www.imgsrc.co.jp/) | [Tokyo] | full-service communication agency focusing on websites, installations, and R&D | [🌐](https://www.imgsrc.co.jp/en/careers/)
+| [**Immersive International**](https://www.immersive.international/) | [London] [Shanghai] [Ottawa] [Hong Kong] [Cape Town] | live experiences and art installations in public, private and commercial spaces |
+| [**Intergalactic**](https://intergalactic.com) | [Vancouver] [London] | mobile apps, interactive screens, web development, application design and visualization | [🌐](https://intergalactic.com/careers)
+| [**Invisible North**](https://www.invisiblenorth.com/) | [NYC] | culturally fluent, thoughtful experiences, bring brands to life | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@invisiblenorth.com)
+| [**Jam3**](https://www.jam3.com) | [Toronto] [LA] [Montevideo] [Amsterdam] | create modern experiences for tomorrow's brands | [🌐](https://media.monks.com/careers)
+| [**Jason Sherwood Design**](http://jasonsherwooddesign.com/) | [NYC] | television and broadway and concert stage design |
+| [**Left Field Labs**](https://www.leftfieldlabs.com/) | [LA] | products, platforms, and services that solve fundamental human challenges | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:talent@leftfieldlabs.com)
+| [**Listen**](https://wearelisten.com/) | [NYC] | sensory-driven brand assets, modern cultural landscape, sound, experiences |
+| [**Lorem Ipsum**](https://loremipsumcorp.com/) | [NYC] [Moscow] [London] | experience design, narrative, physical and digital environments |
+| [**m ss ng p eces**](https://mssngpeces.com/) | [NYC] [LA] | new wave production and entertainment partner for content and immersive experiences that inspire culture |
+| [**Magnopus**](https://www.magnopus.com/) | [LA] [London] | unite the physical and digital worlds with extraordinary experiences | [🌐](https://www.magnopus.com/current-openings)
+| [**Manifold**](https://www.wearemanifold.com/) | [San Francisco] [LA] [Portland] | we hire smart people and get out of their way | [🌐](https://www.wearemanifold.com/contact/)
+| [**Map**](http://mapprojectoffice.com/) | [London] | industrial designers who believe great design can solve problems | [🌐](https://universal.pinpointhq.com/)
+| [**Marshmallow Laser Feast**](https://www.marshmallowlaserfeast.com/) | [London] | leaving a slug trail of sensory nuggets as we journey through the cosmos | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@marshmallowlaserfeast.com)
+| [**Master of Shapes**](https://masterofshapes.com/) | [LA] | a space surfing, geometry taming, buffalo riding, Future House |
+| [**Midnight Commercial**](http://midnightcommercial.com/) | [NYC] | unite the disparate digital and physical worlds |
+| [**MindBuffer**](https://mindbuffer.net/) | [Berlin] | audiovisual research and digital design studio |
+| [**Moment Factory**](https://momentfactory.com/home) | [Montreal] [LA] [London] [Tokyo] [Paris] [NYC] | shows, destinations, content, interactive, scenography | [🌐](https://momentfactory.com/careers)
+| [**Momentum Worldwide**](https://www.momentumww.com/) | [NYC] [Athens] [Atlanta] [Bogota] [Bucharest] [Cairo] [Chicago] [Dubai] [Frankfurt] [Gothenburg] [Lima] [London] [Madrid] [Manchester] [Mexico City] [Milan] [New Delhi] [Santiago] [Sao Paulo] [Seattle] [Seoul] [St. Louis] [Sydney] [Toronto] [Tokyo] | disruptive, entertaining, shareable, unforgettable experiences for clients and their fans | [🌐](https://www.momentumww.com/opportunities/)
+| [**Motse**](https://www.behance.net/motseart/projects) | [Shenzhen] | digital art | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:lixuanjie@silkroadcg.com)
+| [**MSCHF**](https://mschf.xyz/) | [NYC] | viral stunts and products, trying to do stuff that the world can't even define |
+| [**mycotoo**](https://mycotoo.com/) | [LA] [Barcelona] | entertainment development company specializing in theme park design, immersive experiences, and best-in-class events worldwide |
+| [**NCompass**](https://ncompassonline.com/) | [LA] | brand and marketing solutions creating experiences that integrate the latest technology and creative |
+| [**Neon Global**](https://www.neonglobal.com/) | [Singapore] | world class and epic experiences that are innovative, creative and exciting | [🌐](https://www.neonglobal.com/en/connect/)
+| [**NeoPangea**](https://www.neopangea.com/) | [Reading, PA] | microsites, games, VR/AR, digital, social |
+| [**NEXT/NOW**](https://www.nextnowagency.com/) | [Chicago] | brand activations, immersive environments, emerging technologies | [🌐](https://www.nextnowagency.com/careers)
+| [**NGX Interactive**](https://ngxinteractive.com/) | [Vancouver] | pushing new technologies to create experiences that are vivid and meaningful | [🌐](https://ngxinteractive.recruitee.com/)
+| [**Night Kitchen**](https://www.whatscookin.com/) | [Philadelphia] | dynamic digital experiences, online exhibitions, digital strategy, storytelling | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@whatscookin.com)
+| [**Nohlab**](https://nohlab.com/works) | [Istanbul] | producing interdisciplinary experiences around art, design and technology | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:apply@nohlab.com)
+| [**Normal**](https://normal.studio/en/) | [Montreal] | public installations, entertainment, performing arts, stage design | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:cv@normal.studio)
+| [**Nowhere**](https://studionowhere.com/) | [Shanghai] | marketing events, interactive experiences |
+| [**Oat Foundry**](https://www.oatfoundry.com/) | [Philadelphia] | split-flap displays, electromechanical stuff, think tank, products, experiences | [🌐](https://www.oatfoundry.com/careers/)
+| [**OIO**](https://oio.studio/) | [London] | creative company working on future products and tools for a less boring future |
+| [**Onformative**](https://onformative.com/) | [Berlin] | studio for digital art and design, challenge the boundaries between art and design and technology | [🌐](https://onformative.com/jobs)
+| [**Optimist**](https://optimistinc.com/) | [LA] [NYC] [London] [Amsterdam] [Hamburg] [Berlin] [Prague] | architects of subculture, creative, design, strategy, production, content, brand experience | [🌐](https://optimistinc.com/job-openings.html)
+| [**Patten Studio**](https://www.pattenstudio.com/) | [NYC] | informed by research at the MIT Media Lab, experiences that connect people | [🌐](https://www.pattenstudio.com/about/)
+| [**Potion Design**](https://www.potiondesign.com/) | [NYC] | design and technology studio, interactive, musuems | [🌐](https://www.potiondesign.com/work-with-us)
+| [**pretty bloody simple**](https://www.prettybloodysimple.com) | [Munich] | interactive experiences, analog and digital, musuems |
+| [**RadicalMedia**](https://www.radicalmedia.com/) | [NYC] [LA] | commercials, documentaries, music videos, branded experiences, & immersive environments | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:careers@radicalmedia.com)
+| [**Rare Volume**](https://rarevolume.com/) | [NYC] | design and technology studio, interactive video walls | [🌐](https://rarevolume.com/about/)
+| [**Red Paper Heart**](https://redpaperheart.com) | [NYC] | art from real world interaction | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@redpaperheart.com)
+| [**Relative Scale**](https://relativescale.com/) | [Raleigh] | bespoke digital products and experiences for brands and institutions |
+| [**RGI Creative**](https://www.rgicreative.com/) | [Cleveland] | corporate experience design, museums exhibits and displays | [🌐](https://www.rgicreative.com/contactform)
+| [**Rosie Lee Creative**](https://rosieleecreative.com/) | [London] [Amsterdam] [NYC] | design, creative, digital and consultancy | [🌐](https://rosieleecreative.com/jobs)
+| [**S1T2**](https://s1t2.com/) | [Sydney] [Melbourne] [Shanghai] | We create interactive experiences that immerse audiences in the future of storytelling through technology. |
+| [**Second Story**](https://secondstory.com/) | [Atlanta] [Portland] [NYC] | exhibition, interactive, software, experience, hardware, VR, AR, projection | [🌐](https://careers.smartrecruiters.com/PublicisGroupe/razorfish)
+| [**Seeeklab**](https://www.seeeklab.com/en/) | [Xiamen] | marketing events, interactive installation |
+| [**Set Reset**](https://set-reset.com/) | [London] | transforming data into compelling stories that fuel growth and create opportunity |
+| [**SOSO**](https://www.sosolimited.com/) | [Boston] [San Diego] | delivering real human impact across physical and virtual space, placemaking and storytelling | [🌐](https://www.sosolimited.com/careers/)
+| [**space150**](https://www.space150.com/) | [Minneapolis] [LA] [NYC] | a tech-driven creative agency | [🌐](https://www.space150.com/careers)
+| [**Special Projects**](https://specialprojects.studio/) | [London] | design and innovation agency that reveals user needs and transforms them into experiences and products | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:careers@specialprojects.studio)
+| [**Spectacle**](https://spectacle.works/) | [Phoenix] | expertise in fabricating experiences that drive engagement and wow participants |
+| [**Spectra Studio**](https://spectra.studio/) | [LA] | installations, projection, sculpture, robotics, light and sound |
+| [**Staat**](https://www.staat.com/) | [Amsterdam] | branding, editorial, event, film, graphic design, illustration, installation, interactive, interior design, production, retail | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@staat.com)
+| [**Stimulant**](https://stimulant.com/) | [San Francisco] | experience design and interactive installation, human-scale, site-specific digital experiences and touchscreen applications |
+| [**StoreyStudio**](https://www.storeystudio.com/) | [London] | spatial design, set design, window displays, moving image | [🌐](https://www.storeystudio.com/content/vacancies)
+| [**Studio Black**](https://www.studioblack.org/) | [LA] [NYC] | technical production, design advisory, content management, digital content |
+| [**Studio Elsewhere**](https://www.studioelsewhere.co/) | [NYC] | bio-experiential design and technology to support brain health |
+| [**Super A-OK**](https://superaok.com/) | [NYC] | A multi-modal service bureau for the 21st century, fabrication, electronics |
+| [**SUPERBIEN**](https://www.superbien.studio) | [Paris] [NYC] [Dubai] | Creative studio for visually extended experiences, merging digital & physical environments. | [🌐](https://www.superbien.studio/career)
+| [**Superfly**](https://superf.ly/) | [NYC] | create shared experiences that shape how the world plays & connects | [🌐](https://superflypresents.applytojob.com/apply)
+| [**TAD**](https://technologyarchitecturedesign.com/) | [NYC] [London] | digital experiences, technology and architecture, designed to inspire people. | [🌐](https://technologyarchitecturedesign.com/home/opportunities)
+| [**Team Epiphany**](https://www.teamepiphany.com/) | [NYC] [LA] | influencer marketing, IRL, vertical integration | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:info@teamepiphany.com)
+| [**Tellart**](https://www.tellart.com/) | [Providence] [Amsterdam] [San Francisco] | transformative experiences, invention, physical & digital experiences, new technologies | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:careers@tellart.com)
+| [**The Gathery**](http://www.thegathery.com/) | [NYC] | editorially-born creative agency specializing in brand marketing and content creation | [🌐](https://www.thegathery.com/careers)
+| [**The Lab at Rockwell Group**](https://www.labatrockwellgroup.com) | [NYC] | architecture and design, branded experiences, immersive environments, pop ups |
+| [**The Projects**](http://theprojects.com/) | [London] [LA] [NYC] [Sydney] | brand consultancy, meaningful experiences, tell stories |
+| [**THG**](https://thehettemagroup.com/) | [LA] | experiential, exhibit, live shows, theme parks, retail, dining, museums |
+| [**Thinkwell**](https://thinkwellgroup.com/) | [LA] [Montreal] [Abu Dhabi] [Riyadh] | strategy, experience design, production, master planning, entertainment destinations, branded attractions, interactive media installations, events, museums, expos | [🌐](https://thinkwellgroup.com/careers/)
+| [**Tool**](https://www.toolofna.com/) | [LA] | help brands and agencies with ideation, content, and experience production that generate buzz |
+| [**Trivium Interactive**](https://www.triviuminteractive.com/) | [Boston] | experience design and production | [🌐](https://www.triviuminteractive.com/careers)
+| [**Two Goats**](https://www.twogoats.us/) | [NYC] [LA] [London] | AR, interactive branded experiences |
+| [**Unified Field**](https://www.unifiedfield.com/) | [NYC] | content-rich, experiential and interactive media for digital branding, media environments, and exhibits in public spaces | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:career@unifiedfield.com)
+| [**UNIT9**](https://www.unit9.com/) | [London] [LA] [NYC] [Berlin] | innovation architects, product designers, software engineers, gaming experts, creatives, art directors, designers, producers and film directors | [🌐](https://www.unit9.com/jobs)
+| [**Upswell**](https://hello-upswell.com/) | [Portland] | digital and physical content first experiences | [🌐](https://upswell.studio/contact)
+| [**VTProDesign**](https://vtprodesign.com/) | [LA] | high tech robotics and projection mapping | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@vtprodesign.com)
+| [**VVOX**](https://volvoxlabs.com/) | [NYC] [LA] | high-end design, code, fabrication, sound | [🌐](https://volvoxlabs.com/contact/)
+| [**We Are Royale**](https://weareroyale.com/) | [LA] [Seattle] | frontlines of design & technology to arm brands with the creative to turn audiences into advocates | [📧](https://github.com/j0hnm4r5/awesome-creative-technology/blob/master/mailto:jobs@weareroyale.com)
+| [**Wonderlabs**](https://www.wonderlabsstudio.com/) | [Shanghai] | marketing events, interactive installation | [🌐](https://www.wonderlabsstudio.com/channels/219.html)
+| [**XORXOR**](https://www.xorxor.hu) | [Budapest] | collaboration between scientists, engineers, artists and robots, real-time visuals meet complex design | [🌐](https://www.xorxor.hu/jobs.html)
+| [**Yellow Studio**](https://yellowstudio.com/) | [NYC] | artistically-minded design, tv/concert/event production design, set design |
## Collectives & Practices
Established artist collectives/practices that work with creative technology (here primarily for reference, not necessarily for career opportunities).
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**Brooklyn Research**](https://brooklynresearch.com/) | [NYC] | we build interactive systems for a range of clients including museums, artists, and leading technology firms |
-| [**Dave + Gabe**](https://www.daveandgabe.care/) | [NYC] | interactive installation studio, real-time animation, generative 3D sound |
-| [**Hypersonic**](https://www.hypersonic.cc/) | [NYC] | groundbreaking new media sculptures and physical installations |
-| [**Kimchi and Chips**](https://www.kimchiandchips.com/) | [South Korea] | intersection of art, science and philosophy through ambitious large-scale installations |
-| [**NONOTAK Studio**](https://www.nonotak.com/) | [Paris] | light and sound installations, ethereal, immersive, dreamlike |
-| [**panGenerator**](https://pangenerator.com/) | [Warsaw] | new media art and design collective, mixing bits & atoms |
-| [**Random International**](https://www.random-international.com/) | [London] [Berlin] | experimental practice within contemporary art, human condition in an increasingly mechanised world |
-| [**Smooth Technology**](https://smooth.technology/) | [NYC] | cutting-edge technology and artistic sensibility, wireless wearables, create the impossible |
-| [**Taller Estampa**](https://www.tallerestampa.com) | [Barcelona] | group of filmmakers, programmers and researchers who work in the fields of experimental audiovisual and digital environments. |
-| [**teamLab**](https://www.teamlab.art/) | [Tokyo] | full-room interactive projection mapping, interdisciplinary group of ultratechnologists |
-| [**The Cuttelfish**](https://www.thecuttlefish.com/) | [USA] | explore and imagine and prototyp and creatr future-forward creative concepts |
-| [**United Visual Artists**](https://www.uva.co.uk/) | [London] | new technologies with traditional media, site-specific, instruments that manipulate perception |
-| [**WHYIXD**](https://www.whyixd.com/) | [Taiwan] | cross-disciplinary art installations, dance, architecture, music |
-| [**Zebradog**](https://www.zebradog.com/) | [Madison] | communication design and the built environment, higher education |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**Brooklyn Research**](https://brooklynresearch.com/) | [NYC] | we build interactive systems for a range of clients including museums, artists, and leading technology firms |
+| [**Dave + Gabe**](https://www.daveandgabe.care/) | [NYC] | interactive installation studio, real-time animation, generative 3D sound |
+| [**Hypersonic**](https://www.hypersonic.cc/) | [NYC] | groundbreaking new media sculptures and physical installations |
+| [**Kimchi and Chips**](https://www.kimchiandchips.com/) | [South Korea] | intersection of art, science and philosophy through ambitious large-scale installations |
+| [**NONOTAK Studio**](https://www.nonotak.com/) | [Paris] | light and sound installations, ethereal, immersive, dreamlike |
+| [**panGenerator**](https://pangenerator.com/) | [Warsaw] | new media art and design collective, mixing bits & atoms |
+| [**Random International**](https://www.random-international.com/) | [London] [Berlin] | experimental practice within contemporary art, human condition in an increasingly mechanised world |
+| [**Smooth Technology**](https://smooth.technology/) | [NYC] | cutting-edge technology and artistic sensibility, wireless wearables, create the impossible |
+| [**Taller Estampa**](https://www.tallerestampa.com) | [Barcelona] | group of filmmakers, programmers and researchers who work in the fields of experimental audiovisual and digital environments. |
+| [**teamLab**](https://www.teamlab.art/) | [Tokyo] | full-room interactive projection mapping, interdisciplinary group of ultratechnologists |
+| [**The Cuttelfish**](https://www.thecuttlefish.com/) | [USA] | explore and imagine and prototyp and creatr future-forward creative concepts |
+| [**United Visual Artists**](https://www.uva.co.uk/) | [London] | new technologies with traditional media, site-specific, instruments that manipulate perception |
+| [**WHYIXD**](https://www.whyixd.com/) | [Taiwan] | cross-disciplinary art installations, dance, architecture, music |
+| [**Zebradog**](https://www.zebradog.com/) | [Madison] | communication design and the built environment, higher education |
## Experiential Spaces & Experiences
Groups that create experential spaces & experiences full of creative technology.
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**29 Rooms (Vice Media Group)**](https://www.29rooms.com/) | [USA] | multi-sensory installations, performances, and workshops |
-| [**Cascade**](https://cascadeshow.com/) | [LA] | interactive art experience |
-| [**Color Factory**](https://www.colorfactory.co/) | [NYC] [Houston] | collaborative interactive exhibit |
-| [**Meow Wolf**](https://meowwolf.com/) | [Santa Fe] [Las Vegas] [Denver] | immersive and interactive experiences that transport audiences of all ages into fantastic realms of story and exploration |
-| [**Museum of Ice Cream**](https://www.museumoficecream.com/) | [San Francisco] [NYC] | transforms concepts and dreams into spaces that provoke imagination and creativity |
-| [**PopUpMob**](https://popupmob.com/) | [NYC] [LA] [London] [Paris] | one-stop shop for pop up experiences |
-| [**Studio Daguet**](http://www.daguet.com/) | [Nantes] [Paris] | staging stories, show, music, theme parks, museums, hotels |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**29 Rooms (Vice Media Group)**](https://www.29rooms.com/) | [USA] | multi-sensory installations, performances, and workshops |
+| [**Cascade**](https://cascadeshow.com/) | [LA] | interactive art experience |
+| [**Color Factory**](https://www.colorfactory.co/) | [NYC] [Houston] | collaborative interactive exhibit |
+| [**Meow Wolf**](https://meowwolf.com/) | [Santa Fe] [Las Vegas] [Denver] | immersive and interactive experiences that transport audiences of all ages into fantastic realms of story and exploration |
+| [**Museum of Ice Cream**](https://www.museumoficecream.com/) | [San Francisco] [NYC] | transforms concepts and dreams into spaces that provoke imagination and creativity |
+| [**PopUpMob**](https://popupmob.com/) | [NYC] [LA] [London] [Paris] | one-stop shop for pop up experiences |
+| [**Studio Daguet**](http://www.daguet.com/) | [Nantes] [Paris] | staging stories, show, music, theme parks, museums, hotels |
## Fabricators
Groups that mostly fabricate pieces for creative technology companies.
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**Bednark**](https://builtbybednark.com/) | [NYC] | full-service fabrication, production, install |
-| [**Eventscape**](https://eventscape.com/) | [Toronto] | building the extraordinary, full service |
-| [**Gamma**](https://gamma.nyc/) | [NYC] | large scale robotic cnc, install, sculptures |
-| [**Pink Sparrow**](https://www.pinksparrow.com/) | [NYC] [LA] | environmental design, project management |
-| [**Visionary Effects**](http://www.visionaryeffects.com/) | [Pittsburgh] | old-school manufacturing processes with digital design and fabrication |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**Bednark**](https://builtbybednark.com/) | [NYC] | full-service fabrication, production, install |
+| [**Eventscape**](https://eventscape.com/) | [Toronto] | building the extraordinary, full service |
+| [**Gamma**](https://gamma.nyc/) | [NYC] | large scale robotic cnc, install, sculptures |
+| [**Pink Sparrow**](https://www.pinksparrow.com/) | [NYC] [LA] | environmental design, project management |
+| [**Visionary Effects**](http://www.visionaryeffects.com/) | [Pittsburgh] | old-school manufacturing processes with digital design and fabrication |
## Event Production
Groups that specialize in event production, often with a creative technology twist.
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**Dera Lee Productions**](http://www.deralee.com/) | [NYC] | theatre arts, story-telling |
-| [**GPJ**](https://www.gpj.com/) | [Austin] [Boston] [Dallas] [Detroit] [LA] [Nashville] [NYC] [San Francisco] [Silicon Valley] | immersive events and experiences |
-| [**SAT**](https://sat.qc.ca/en) | [Montreal] | immersive experiences, concerts, workshops, conferences, exhibitions |
-| [**Sparks**](https://wearesparks.com/) | [Philadelphia] [Detroit] [Connecticut] [Atlanta] [LA] [Las Vegas] [NYC] [San Francisco] [Shanghai] | trade show, experiential, retail |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**Dera Lee Productions**](http://www.deralee.com/) | [NYC] | theatre arts, story-telling |
+| [**GPJ**](https://www.gpj.com/) | [Austin] [Boston] [Dallas] [Detroit] [LA] [Nashville] [NYC] [San Francisco] [Silicon Valley] | immersive events and experiences |
+| [**SAT**](https://sat.qc.ca/en) | [Montreal] | immersive experiences, concerts, workshops, conferences, exhibitions |
+| [**Sparks**](https://wearesparks.com/) | [Philadelphia] [Detroit] [Connecticut] [Atlanta] [LA] [Las Vegas] [NYC] [San Francisco] [Shanghai] | trade show, experiential, retail |
## Architecture
Groups that generally design architecture often incorporating creative technology.
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**Carlo Ratti Associatti**](https://carloratti.com/) | [Torino, Italy] [NYC] [UK] | design and innovation office, MIT Media Lab: Senseable City Lab |
-| [**Gensler DXD**](https://dxd.gensler.com/) | [Worldwide] | built environment with integrated capabilities in strategy, design, technology, data, and architecture |
-| [**Olson Kundig**](https://olsonkundig.com/) | [Seattle] [NYC] | architecture, vessel that supports specific art installations, seamless spatial experience |
-| [**SOFTlab**](https://softlabnyc.com/) | [NYC] | mixes research and creativity and technology with a strong desire to make working fun |
-| [**Universal Design Studio**](http://www.universaldesignstudio.com/) | [London] [NYC] | driven by a deeply held belief in the transformative power of well designed and finely crafted spaces |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**Carlo Ratti Associatti**](https://carloratti.com/) | [Torino, Italy] [NYC] [UK] | design and innovation office, MIT Media Lab: Senseable City Lab |
+| [**Gensler DXD**](https://dxd.gensler.com/) | [Worldwide] | built environment with integrated capabilities in strategy, design, technology, data, and architecture |
+| [**Olson Kundig**](https://olsonkundig.com/) | [Seattle] [NYC] | architecture, vessel that supports specific art installations, seamless spatial experience |
+| [**SOFTlab**](https://softlabnyc.com/) | [NYC] | mixes research and creativity and technology with a strong desire to make working fun |
+| [**Universal Design Studio**](http://www.universaldesignstudio.com/) | [London] [NYC] | driven by a deeply held belief in the transformative power of well designed and finely crafted spaces |
## Creative Agencies
Groups that are have a more general focus, but have a knack for projects imbued with creative technology.
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**&Walsh**](https://andwalsh.com/) | [NYC] | brand strategy, art direction, design and production across all platforms |
-| [**AKQA**](https://www.akqa.com/) | [London] [SF] [São Paulo] [Melbourne] [Aarhus] [Miami] [Amsterdam] [Atlanta] [Auckland] [Berlin] [Cairo] [Cape Town] [Copenhagen] [Dubai] [Gothenburg] [Gurgaon] [Johannesburg] [Milan] [NYC] [Paris] [Portland, OR] [Riyadh] [Shanghai] [Stockholm] [Sydney] [Tokyo] [Venice] [DC] [Wellington] | the most powerful force in the universe isn’t technology, it’s imagination |
-| [**BUCK**](https://buck.co/) | [LA] [NYC] [Sydney] [Amsterdam] | VR, AR, installation, real-time animation, 3D, experiential |
-| [**Framestore**](https://www.framestore.com/) | [London] [NYC] [Montreal] | virtual, augmented and mixed realities, location-based entertainment, and theme park rides |
-| [**ManvsMachine**](https://mvsm.com/) | [London] [LA] | multidimensional creative studio |
-| [**Media Monks**](https://www.mediamonks.com/) | [Amsterdam] [London] [Dubai] [Stockholm] [NYC] [LA] [San Francisco] [Mexico City] [São Paulo] [Buenos Aires] [Shanghai] [Singapore] | creative production |
-| [**R/GA**](https://www.rga.com/) | [Austin] [Chicago] [LA] [NYC] [Portland] [San Francisco] [Berlin] [Bucharest] [London] [Buenos Aires] [Santiago] [São Paulo] [Melbourne] [Shanghai] [Singapore] [Sydney] [Tokyo] | business, experience, and marketing transformation |
-| [**SuperUber**](https://www.superuber.com/) | [Rio de Janeiro] [São Paulo] | experiences that blend art, technology, architecture and design |
-| [**The Mill**](https://www.themill.com/) | [London] [NYC] [LA] [Chicago] [Bangalore] [Berlin] | experience makers, media and brand activation, innovative design, and inventive technologies |
-| [**Weber Shandwick**](https://www.webershandwick.com/) | [Atlanta] [Baltimore] [Bogotá] [Boston] [Brasilia] [Buenos Aires] [Buffalo] [Chicago] [Dallas] [Detroit] [Lima] [LA] [Mexico City] [Minneapolis] [Montreal] [Nashville, TN] [NYC] [Philadelphia] [Rio de Janeiro] [SF] [Santiago] [Seattle] [St. Louis] [São Paulo] [Toronto] [Vancouver] [DC] | we work at the intersection of technology, society, policy and media, adding value to culture — to shape and re-shape it |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**&Walsh**](https://andwalsh.com/) | [NYC] | brand strategy, art direction, design and production across all platforms |
+| [**AKQA**](https://www.akqa.com/) | [London] [SF] [São Paulo] [Melbourne] [Aarhus] [Miami] [Amsterdam] [Atlanta] [Auckland] [Berlin] [Cairo] [Cape Town] [Copenhagen] [Dubai] [Gothenburg] [Gurgaon] [Johannesburg] [Milan] [NYC] [Paris] [Portland, OR] [Riyadh] [Shanghai] [Stockholm] [Sydney] [Tokyo] [Venice] [DC] [Wellington] | the most powerful force in the universe isn’t technology, it’s imagination |
+| [**BUCK**](https://buck.co/) | [LA] [NYC] [Sydney] [Amsterdam] | VR, AR, installation, real-time animation, 3D, experiential |
+| [**Framestore**](https://www.framestore.com/) | [London] [NYC] [Montreal] | virtual, augmented and mixed realities, location-based entertainment, and theme park rides |
+| [**ManvsMachine**](https://mvsm.com/) | [London] [LA] | multidimensional creative studio |
+| [**Media Monks**](https://www.mediamonks.com/) | [Amsterdam] [London] [Dubai] [Stockholm] [NYC] [LA] [San Francisco] [Mexico City] [São Paulo] [Buenos Aires] [Shanghai] [Singapore] | creative production |
+| [**R/GA**](https://www.rga.com/) | [Austin] [Chicago] [LA] [NYC] [Portland] [San Francisco] [Berlin] [Bucharest] [London] [Buenos Aires] [Santiago] [São Paulo] [Melbourne] [Shanghai] [Singapore] [Sydney] [Tokyo] | business, experience, and marketing transformation |
+| [**SuperUber**](https://www.superuber.com/) | [Rio de Janeiro] [São Paulo] | experiences that blend art, technology, architecture and design |
+| [**The Mill**](https://www.themill.com/) | [London] [NYC] [LA] [Chicago] [Bangalore] [Berlin] | experience makers, media and brand activation, innovative design, and inventive technologies |
+| [**Weber Shandwick**](https://www.webershandwick.com/) | [Atlanta] [Baltimore] [Bogotá] [Boston] [Brasilia] [Buenos Aires] [Buffalo] [Chicago] [Dallas] [Detroit] [Lima] [LA] [Mexico City] [Minneapolis] [Montreal] [Nashville, TN] [NYC] [Philadelphia] [Rio de Janeiro] [SF] [Santiago] [Seattle] [St. Louis] [São Paulo] [Toronto] [Vancouver] [DC] | we work at the intersection of technology, society, policy and media, adding value to culture — to shape and re-shape it |
## Museums
Groups that generally focus on designing museums and similar experiences using creative technology.
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**Art Processors**](https://www.artprocessors.net/) | [Melbourne] | specialist interactive media and exhibition design |
-| [**Cortina Productions**](https://www.cortinaproductions.com/) | [McLean, VA] | artistry, content, and technology, we render the word to the story, the story to the medium, and the medium to the space. |
-| [**Exploratorium**](https://www.exploratorium.edu/) | [San Francisco] | exhibits made in-house, public-facing workshop |
-| [**Gagarin**](https://gagarin.is/) | [Reykjavík] | weaving education, information and data into compelling stories |
-| [**GSM Project**](https://gsmproject.com/en/) | [Montreal] [Singapore] [Dubai] | content first, exhibitions |
-| [**Ideum**](https://www.ideum.com/) | [Albuquerque] | interactive exhibits and exhibitions, integrated hardware products |
-| [**Iglhaut + von Grote**](http://iglhaut-vongrote.de/en/) | [Berlin] | scenography, spatial mise-en-scène |
-| [**Local Projects**](https://localprojects.com/) | [NYC] | experience Designers pushing the boundaries of human interaction |
-| [**Monadnock Media**](https://monadnock.org/) | [Massachusetts] | multimedia experiences for museums, historic sites and public places |
-| [**Northern Light Productions**](https://nlprod.com/) | [Boston] | immersive media environments, interactive experiences, or documentary films. |
-| [**Roto**](https://roto.com/) | [Columbus, OH] | experience design, immersive media, interactive engineering, and custom fabrication for museums, brands, attractions and architectural placemaking. |
-| [**Thinc**](https://www.thincdesign.com/) | [NYC] | provoke meaningful conversations about the world in which we live |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**Art Processors**](https://www.artprocessors.net/) | [Melbourne] | specialist interactive media and exhibition design |
+| [**Cortina Productions**](https://www.cortinaproductions.com/) | [McLean, VA] | artistry, content, and technology, we render the word to the story, the story to the medium, and the medium to the space. |
+| [**Exploratorium**](https://www.exploratorium.edu/) | [San Francisco] | exhibits made in-house, public-facing workshop |
+| [**Gagarin**](https://gagarin.is/) | [Reykjavík] | weaving education, information and data into compelling stories |
+| [**GSM Project**](https://gsmproject.com/en/) | [Montreal] [Singapore] [Dubai] | content first, exhibitions |
+| [**Ideum**](https://www.ideum.com/) | [Albuquerque] | interactive exhibits and exhibitions, integrated hardware products |
+| [**Iglhaut + von Grote**](http://iglhaut-vongrote.de/en/) | [Berlin] | scenography, spatial mise-en-scène |
+| [**Local Projects**](https://localprojects.com/) | [NYC] | experience Designers pushing the boundaries of human interaction |
+| [**Monadnock Media**](https://monadnock.org/) | [Massachusetts] | multimedia experiences for museums, historic sites and public places |
+| [**Northern Light Productions**](https://nlprod.com/) | [Boston] | immersive media environments, interactive experiences, or documentary films. |
+| [**Roto**](https://roto.com/) | [Columbus, OH] | experience design, immersive media, interactive engineering, and custom fabrication for museums, brands, attractions and architectural placemaking. |
+| [**Thinc**](https://www.thincdesign.com/) | [NYC] | provoke meaningful conversations about the world in which we live |
## Festivals & Conferences
Meetups for creative technologists.
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**ISEA**](https://isea2022.isea-international.org/) | [Barcelona] [Paris] | the crossroads where art, design, science, technology and society meet |
-| [**MUTEK**](https://montreal.mutek.org/) | [Montreal] | electronic music, audiovisual performance, digital art |
-| [**SXSW**](https://www.sxsw.com/) | [Austin] | film, music, interactive arts |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**ISEA**](https://isea2022.isea-international.org/) | [Barcelona] [Paris] | the crossroads where art, design, science, technology and society meet |
+| [**MUTEK**](https://montreal.mutek.org/) | [Montreal] | electronic music, audiovisual performance, digital art |
+| [**SXSW**](https://www.sxsw.com/) | [Austin] | film, music, interactive arts |
## Education
Undergrad programs, masters and open course teaching and researching creative technologies
-| Name | Locations | Keywords |
-| ---- | --------- | -------- |
-| [**Goldsmiths**](https://www.gold.ac.uk/pg/ma-computational-arts/) | [London] | a degree which develops your arts practice through the expressive world of creative computation |
-| [**ITP**](https://tisch.nyu.edu/itp) | [NYC] | ITP/IMA offers four programs focused on creative and meaningful application of interactive tools and media. |
-| [**MIT Medialab**](https://media.mit.edu/) | [Boston] | art, science, design, and technology build and play off one another in an environment designed for collaboration and inspiration |
-| [**Paris College of Art**](https://www.paris.edu/programs/graduate/master-transdisciplinary-new-media/) | [Paris] | designed for those who are interested in exploring the wide-ranging creative field of New Media |
-| [**University of the Arts**](https://www.arts.ac.uk/subjects/creative-computing/postgraduate/mres-creative-computing) | [London] | computational technologies in the context of creative computing research |
+| Name | Locations | Keywords | Jobs |
+| ---- | --------- | -------- | ---- |
+| [**Goldsmiths**](https://www.gold.ac.uk/pg/ma-computational-arts/) | [London] | a degree which develops your arts practice through the expressive world of creative computation |
+| [**ITP**](https://tisch.nyu.edu/itp) | [NYC] | ITP/IMA offers four programs focused on creative and meaningful application of interactive tools and media. |
+| [**MIT Medialab**](https://media.mit.edu/) | [Boston] | art, science, design, and technology build and play off one another in an environment designed for collaboration and inspiration |
+| [**Paris College of Art**](https://www.paris.edu/programs/graduate/master-transdisciplinary-new-media/) | [Paris] | designed for those who are interested in exploring the wide-ranging creative field of New Media |
+| [**University of the Arts**](https://www.arts.ac.uk/subjects/creative-computing/postgraduate/mres-creative-computing) | [London] | computational technologies in the context of creative computing research |
diff --git a/docs/awesome/awesome-data-engineering.md b/docs/awesome/awesome-data-engineering.md
index a45134ff6f..d8c9552f91 100644
--- a/docs/awesome/awesome-data-engineering.md
+++ b/docs/awesome/awesome-data-engineering.md
@@ -1,268 +1,270 @@
-Awesome Data Engineering
-==========================
+## Awesome Data Engineering [](https://github.com/sindresorhus/awesome)
-A curated list of data engineering tools for software developers [](https://github.com/sindresorhus/awesome)
+> A curated list of awesome things related to Data Engineering.
-List of content
## Databases
+
- Relational
- * [RQLite](https://github.com/rqlite/rqlite) Replicated SQLite using the Raft consensus protocol
- * [MySQL](https://www.mysql.com/) The world's most popular open source database.
- * [TiDB](https://github.com/pingcap/tidb) TiDB is a distributed NewSQL database compatible with MySQL protocol
- * [Percona XtraBackup](https://www.percona.com/software/mysql-database/percona-xtrabackup) Percona XtraBackup is a free, open source, complete online backup solution for all versions of Percona Server, MySQL® and MariaDB®
- * [mysql_utils](https://github.com/pinterest/mysql_utils) Pinterest MySQL Management Tools
- * [MariaDB](https://mariadb.org/) An enhanced, drop-in replacement for MySQL.
- * [PostgreSQL](https://www.postgresql.org/) The world's most advanced open source database.
- * [Amazon RDS](https://aws.amazon.com/rds/) Amazon RDS makes it easy to set up, operate, and scale a relational database in the cloud.
- * [Crate.IO](https://crate.io/) Scalable SQL database with the NOSQL goodies.
+ - [RQLite](https://github.com/rqlite/rqlite) - Replicated SQLite using the Raft consensus protocol.
+ - [MySQL](https://www.mysql.com/) - The world's most popular open source database.
+ - [TiDB](https://github.com/pingcap/tidb) - TiDB is a distributed NewSQL database compatible with MySQL protocol.
+ - [Percona XtraBackup](https://www.percona.com/software/mysql-database/percona-xtrabackup) - Percona XtraBackup is a free, open source, complete online backup solution for all versions of Percona Server, MySQL® and MariaDB®.
+ - [mysql_utils](https://github.com/pinterest/mysql_utils) - Pinterest MySQL Management Tools.
+ - [MariaDB](https://mariadb.org/) - An enhanced, drop-in replacement for MySQL.
+ - [PostgreSQL](https://www.postgresql.org/) - The world's most advanced open source database.
+ - [Amazon RDS](https://aws.amazon.com/rds/) - Amazon RDS makes it easy to set up, operate, and scale a relational database in the cloud.
+ - [Crate.IO](https://crate.io/) - Scalable SQL database with the NOSQL goodies.
- Key-Value
- * [Redis](https://redis.io/) An open source, BSD licensed, advanced key-value cache and store.
- * [Riak](http://docs.basho.com/riak/kv/) A distributed database designed to deliver maximum data availability by distributing data across multiple servers.
- * [AWS DynamoDB](https://aws.amazon.com/dynamodb/) A fast and flexible NoSQL database service for all applications that need consistent, single-digit millisecond latency at any scale.
- * [HyperDex](https://github.com/rescrv/HyperDex) HyperDex is a scalable, searchable key-value store. Deprecated.
- * [SSDB](http://ssdb.io) A high performance NoSQL database supporting many data structures, an alternative to Redis
- * [Kyoto Tycoon](https://github.com/alticelabs/kyoto) Kyoto Tycoon is a lightweight network server on top of the Kyoto Cabinet key-value database, built for high-performance and concurrency
- * [IonDB](https://github.com/iondbproject/iondb) A key-value store for microcontroller and IoT applications
+ - [Redis](https://redis.io/) - An open source, BSD licensed, advanced key-value cache and store.
+ - [Riak](https://docs.basho.com/riak/kv/) - A distributed database designed to deliver maximum data availability by distributing data across multiple servers.
+ - [AWS DynamoDB](https://aws.amazon.com/dynamodb/) - A fast and flexible NoSQL database service for all applications that need consistent, single-digit millisecond latency at any scale.
+ - [HyperDex](https://github.com/rescrv/HyperDex) - HyperDex is a scalable, searchable key-value store. Deprecated.
+ - [SSDB](https://ssdb.io) - A high performance NoSQL database supporting many data structures, an alternative to Redis.
+ - [Kyoto Tycoon](https://github.com/alticelabs/kyoto) - Kyoto Tycoon is a lightweight network server on top of the Kyoto Cabinet key-value database, built for high-performance and concurrency.
+ - [IonDB](https://github.com/iondbproject/iondb) - A key-value store for microcontroller and IoT applications.
- Column
- * [Cassandra](https://cassandra.apache.org/) The right choice when you need scalability and high availability without compromising performance.
- * [Cassandra Calculator](https://www.ecyrd.com/cassandracalculator/) This simple form allows you to try out different values for your Apache Cassandra cluster and see what the impact is for your application.
- * [CCM](https://github.com/pcmanus/ccm) A script to easily create and destroy an Apache Cassandra cluster on localhost
- * [ScyllaDB](https://github.com/scylladb/scylla) NoSQL data store using the seastar framework, compatible with Apache Cassandra https://www.scylladb.com/
- * [HBase](https://hbase.apache.org/) The Hadoop database, a distributed, scalable, big data store.
- * [AWS Redshift](https://aws.amazon.com/redshift/) A fast, fully managed, petabyte-scale data warehouse that makes it simple and cost-effective to analyze all your data using your existing business intelligence tools.
- * [FiloDB](https://github.com/filodb/FiloDB) Distributed. Columnar. Versioned. Streaming. SQL.
- * [Vertica](https://www.vertica.com) Distributed, MPP columnar database with extensive analytics SQL.
- * [ClickHouse](https://clickhouse.tech) Distributed columnar DBMS for OLAP. SQL.
+ - [Cassandra](https://cassandra.apache.org/) - The right choice when you need scalability and high availability without compromising performance.
+ - [Cassandra Calculator](https://www.ecyrd.com/cassandracalculator/) - This simple form allows you to try out different values for your Apache Cassandra cluster and see what the impact is for your application.
+ - [CCM](https://github.com/pcmanus/ccm) - A script to easily create and destroy an Apache Cassandra cluster on localhost.
+ - [ScyllaDB](https://github.com/scylladb/scylla) - NoSQL data store using the seastar framework, compatible with Apache Cassandra.
+ - [HBase](https://hbase.apache.org/) - The Hadoop database, a distributed, scalable, big data store.
+ - [AWS Redshift](https://aws.amazon.com/redshift/) - A fast, fully managed, petabyte-scale data warehouse that makes it simple and cost-effective to analyze all your data using your existing business intelligence tools.
+ - [FiloDB](https://github.com/filodb/FiloDB) - Distributed. Columnar. Versioned. Streaming. SQL.
+ - [Vertica](https://www.vertica.com) - Distributed, MPP columnar database with extensive analytics SQL.
+ - [ClickHouse](https://clickhouse.tech) - Distributed columnar DBMS for OLAP. SQL.
- Document
- * [MongoDB](https://www.mongodb.com) An open-source, document database designed for ease of development and scaling.
- * [Percona Server for MongoDB](https://www.percona.com/software/mongo-database/percona-server-for-mongodb) Percona Server for MongoDB® is a free, enhanced, fully compatible, open source, drop-in replacement for the MongoDB® Community Edition that includes enterprise-grade features and functionality.
- * [MemDB](https://github.com/rain1017/memdb) Distributed Transactional In-Memory Database (based on MongoDB)
- * [Elasticsearch](https://www.elastic.co/) Search & Analyze Data in Real Time.
- * [Couchbase](https://www.couchbase.com/) The highest performing NoSQL distributed database.
- * [RethinkDB](https://rethinkdb.com/) The open-source database for the realtime web.
- * [RavenDB](https://ravendb.net/) Fully Transactional NoSQL Document Database.
+ - [MongoDB](https://www.mongodb.com) - An open-source, document database designed for ease of development and scaling.
+ - [Percona Server for MongoDB](https://www.percona.com/software/mongo-database/percona-server-for-mongodb) - Percona Server for MongoDB® is a free, enhanced, fully compatible, open source, drop-in replacement for the MongoDB® Community Edition that includes enterprise-grade features and functionality.
+ - [MemDB](https://github.com/rain1017/memdb) - Distributed Transactional In-Memory Database (based on MongoDB).
+ - [Elasticsearch](https://www.elastic.co/) - Search & Analyze Data in Real Time.
+ - [Couchbase](https://www.couchbase.com/) - The highest performing NoSQL distributed database.
+ - [RethinkDB](https://rethinkdb.com/) - The open-source database for the realtime web.
+ - [RavenDB](https://ravendb.net/) - Fully Transactional NoSQL Document Database.
- Graph
- * [Neo4j](https://neo4j.com/) The world’s leading graph database.
- * [OrientDB](https://orientdb.com) 2nd Generation Distributed Graph Database with the flexibility of Documents in one product with an Open Source commercial friendly license.
- * [ArangoDB](https://www.arangodb.com/) A distributed free and open-source database with a flexible data model for documents, graphs, and key-values.
- * [Titan](https://titan.thinkaurelius.com) A scalable graph database optimized for storing and querying graphs containing hundreds of billions of vertices and edges distributed across a multi-machine cluster.
- * [FlockDB](https://github.com/twitter-archive/flockdb) A distributed, fault-tolerant graph database by Twitter. Deprecated.
+ - [Neo4j](https://neo4j.com/) - The world's leading graph database.
+ - [OrientDB](https://orientdb.com) - 2nd Generation Distributed Graph Database with the flexibility of Documents in one product with an Open Source commercial friendly license.
+ - [ArangoDB](https://www.arangodb.com/) - A distributed free and open-source database with a flexible data model for documents, graphs, and key-values.
+ - [Titan](https://titan.thinkaurelius.com) - A scalable graph database optimized for storing and querying graphs containing hundreds of billions of vertices and edges distributed across a multi-machine cluster.
+ - [FlockDB](https://github.com/twitter-archive/flockdb) - A distributed, fault-tolerant graph database by Twitter. Deprecated.
- Distributed
- * [DAtomic](https://www.datomic.com) The fully transactional, cloud-ready, distributed database.
- * [Apache Geode](https://geode.apache.org/) An open source, distributed, in-memory database for scale-out applications.
- * [Gaffer ](https://github.com/gchq/Gaffer) A large-scale graph database
+ - [DAtomic](https://www.datomic.com) - The fully transactional, cloud-ready, distributed database.
+ - [Apache Geode](https://geode.apache.org/) - An open source, distributed, in-memory database for scale-out applications.
+ - [Gaffer](https://github.com/gchq/Gaffer) - A large-scale graph database.
- Timeseries
- * [InfluxDB](https://github.com/influxdata/influxdb) Scalable datastore for metrics, events, and real-time analytics.
- * [OpenTSDB](https://github.com/OpenTSDB/opentsdb) A scalable, distributed Time Series Database.
- * [QuestDB](https://questdb.io/) A relational column-oriented database designed for real-time analytics on time series and event data.
- * [kairosdb](https://github.com/kairosdb/kairosdb) Fast scalable time series database.
- * [Heroic](https://github.com/spotify/heroic) A scalable time series database based on Cassandra and Elasticsearch, by Spotify
- * [Druid](https://github.com/apache/incubator-druid) Column oriented distributed data store ideal for powering interactive applications
- * [Riak-TS](http://basho.com/products/riak-ts/) Riak TS is the only enterprise-grade NoSQL time series database optimized specifically for IoT and Time Series data
- * [Akumuli](https://github.com/akumuli/Akumuli) Akumuli is a numeric time-series database. It can be used to capture, store and process time-series data in real-time. The word "akumuli" can be translated from esperanto as "accumulate".
- * [Rhombus](https://github.com/Pardot/Rhombus) A time-series object store for Cassandra that handles all the complexity of building wide row indexes.
- * [Dalmatiner DB](https://github.com/dalmatinerdb/dalmatinerdb) Fast distributed metrics database
- * [Blueflood](https://github.com/rackerlabs/blueflood) A distributed system designed to ingest and process time series data
- * [Timely](https://github.com/NationalSecurityAgency/timely) Timely is a time series database application that provides secure access to time series data based on Accumulo and Grafana.
+ - [InfluxDB](https://github.com/influxdata/influxdb) - Scalable datastore for metrics, events, and real-time analytics.
+ - [OpenTSDB](https://github.com/OpenTSDB/opentsdb) - A scalable, distributed Time Series Database.
+ - [QuestDB](https://questdb.io/) - A relational column-oriented database designed for real-time analytics on time series and event data.
+ - [kairosdb](https://github.com/kairosdb/kairosdb) - Fast scalable time series database.
+ - [Heroic](https://github.com/spotify/heroic) - A scalable time series database based on Cassandra and Elasticsearch, by Spotify.
+ - [Druid](https://github.com/apache/incubator-druid) - Column oriented distributed data store ideal for powering interactive applications.
+ - [Riak-TS](https://basho.com/products/riak-ts/) - Riak TS is the only enterprise-grade NoSQL time series database optimized specifically for IoT and Time Series data.
+ - [Akumuli](https://github.com/akumuli/Akumuli) - Akumuli is a numeric time-series database. It can be used to capture, store and process time-series data in real-time. The word "akumuli" can be translated from esperanto as "accumulate".
+ - [Rhombus](https://github.com/Pardot/Rhombus) - A time-series object store for Cassandra that handles all the complexity of building wide row indexes.
+ - [Dalmatiner DB](https://github.com/dalmatinerdb/dalmatinerdb) - Fast distributed metrics database.
+ - [Blueflood](https://github.com/rackerlabs/blueflood) - A distributed system designed to ingest and process time series data.
+ - [Timely](https://github.com/NationalSecurityAgency/timely) - Timely is a time series database application that provides secure access to time series data based on Accumulo and Grafana.
- Other
- * [Tarantool](https://github.com/tarantool/tarantool/) Tarantool is an in-memory database and application server.
- * [GreenPlum](https://github.com/greenplum-db/gpdb) The Greenplum Database (GPDB) is an advanced, fully featured, open source data warehouse. It provides powerful and rapid analytics on petabyte scale data volumes.
- * [cayley](https://github.com/cayleygraph/cayley) An open-source graph database. Google.
- * [Snappydata](https://github.com/SnappyDataInc/snappydata) SnappyData: OLTP + OLAP Database built on Apache Spark
- * [TimescaleDB](https://www.timescale.com/): Built as an extension on top of PostgreSQL, TimescaleDB is a time-series SQL database providing fast analytics, scalability, with automated data management on a proven storage engine.
+ - [Tarantool](https://github.com/tarantool/tarantool/) - Tarantool is an in-memory database and application server.
+ - [GreenPlum](https://github.com/greenplum-db/gpdb) - The Greenplum Database (GPDB) - An advanced, fully featured, open source data warehouse. It provides powerful and rapid analytics on petabyte scale data volumes.
+ - [cayley](https://github.com/cayleygraph/cayley) - An open-source graph database. Google.
+ - [Snappydata](https://github.com/SnappyDataInc/snappydata) - SnappyData: OLTP + OLAP Database built on Apache Spark.
+ - [TimescaleDB](https://www.timescale.com/) - Built as an extension on top of PostgreSQL, TimescaleDB is a time-series SQL database providing fast analytics, scalability, with automated data management on a proven storage engine.
## Data Ingestion
-* [Kafka](https://kafka.apache.org/) Publish-subscribe messaging rethought as a distributed commit log.
- * [BottledWater](https://github.com/confluentinc/bottledwater-pg) Change data capture from PostgreSQL into Kafka. Deprecated.
- * [kafkat](https://github.com/airbnb/kafkat) Simplified command-line administration for Kafka brokers
- * [kafkacat](https://github.com/edenhill/kafkacat) Generic command line non-JVM Apache Kafka producer and consumer
- * [pg-kafka](https://github.com/xstevens/pg_kafka) A PostgreSQL extension to produce messages to Apache Kafka
- * [librdkafka](https://github.com/edenhill/librdkafka) The Apache Kafka C/C++ library
- * [kafka-docker](https://github.com/wurstmeister/kafka-docker) Kafka in Docker
- * [kafka-manager](https://github.com/yahoo/kafka-manager) A tool for managing Apache Kafka
- * [kafka-node](https://github.com/SOHU-Co/kafka-node) Node.js client for Apache Kafka 0.8
- * [Secor](https://github.com/pinterest/secor) Pinterest's Kafka to S3 distributed consumer
- * [Kafka-logger](https://github.com/uber/kafka-logger) Kafka-winston logger for nodejs from uber
-* [AWS Kinesis](https://aws.amazon.com/kinesis/) A fully managed, cloud-based service for real-time data processing over large, distributed data streams.
-* [RabbitMQ](https://www.rabbitmq.com/) Robust messaging for applications.
-* [FluentD](https://www.fluentd.org) An open source data collector for unified logging layer.
-* [Embulk](https://www.embulk.org) An open source bulk data loader that helps data transfer between various databases, storages, file formats, and cloud services.
-* [Apache Sqoop](https://sqoop.apache.org) A tool designed for efficiently transferring bulk data between Apache Hadoop and structured datastores such as relational databases.
-* [Heka](https://github.com/mozilla-services/heka) Data Acquisition and Processing Made Easy. Deprecated.
-* [Gobblin](https://github.com/apache/incubator-gobblin) Universal data ingestion framework for Hadoop from Linkedin
-* [Nakadi](https://nakadi.io) Nakadi is an open source event messaging platform that provides a REST API on top of Kafka-like queues.
-* [Pravega](http://www.pravega.io) Pravega provides a new storage abstraction - a stream - for continuous and unbounded data.
-* [Apache Pulsar](https://pulsar.apache.org/) Apache Pulsar is an open-source distributed pub-sub messaging system.
-* [AWS Data Wranlger](https://github.com/awslabs/aws-data-wrangler) Utility belt to handle data on AWS.
-* [Airbyte](https://airbyte.io/) Open-source data integration for modern data teams
+
+- [Kafka](https://kafka.apache.org/) - Publish-subscribe messaging rethought as a distributed commit log.
+ - [BottledWater](https://github.com/confluentinc/bottledwater-pg) - Change data capture from PostgreSQL into Kafka. Deprecated.
+ - [kafkat](https://github.com/airbnb/kafkat) - Simplified command-line administration for Kafka brokers.
+ - [kafkacat](https://github.com/edenhill/kafkacat) - Generic command line non-JVM Apache Kafka producer and consumer.
+ - [pg-kafka](https://github.com/xstevens/pg_kafka) - A PostgreSQL extension to produce messages to Apache Kafka.
+ - [librdkafka](https://github.com/edenhill/librdkafka) - The Apache Kafka C/C++ library.
+ - [kafka-docker](https://github.com/wurstmeister/kafka-docker) - Kafka in Docker.
+ - [kafka-manager](https://github.com/yahoo/kafka-manager) - A tool for managing Apache Kafka.
+ - [kafka-node](https://github.com/SOHU-Co/kafka-node) - Node.js client for Apache Kafka 0.8.
+ - [Secor](https://github.com/pinterest/secor) - Pinterest's Kafka to S3 distributed consumer.
+ - [Kafka-logger](https://github.com/uber/kafka-logger) - Kafka-winston logger for Node.js from uber.
+- [AWS Kinesis](https://aws.amazon.com/kinesis/) - A fully managed, cloud-based service for real-time data processing over large, distributed data streams.
+- [RabbitMQ](https://www.rabbitmq.com/) - Robust messaging for applications.
+- [FluentD](https://www.fluentd.org) - An open source data collector for unified logging layer.
+- [Embulk](https://www.embulk.org) - An open source bulk data loader that helps data transfer between various databases, storages, file formats, and cloud services.
+- [Apache Sqoop](https://sqoop.apache.org) - A tool designed for efficiently transferring bulk data between Apache Hadoop and structured datastores such as relational databases.
+- [Heka](https://github.com/mozilla-services/heka) - Data Acquisition and Processing Made Easy. Deprecated.
+- [Gobblin](https://github.com/apache/incubator-gobblin) - Universal data ingestion framework for Hadoop from Linkedin.
+- [Nakadi](https://nakadi.io) - Nakadi is an open source event messaging platform that provides a REST API on top of Kafka-like queues.
+- [Pravega](https://www.pravega.io) - Pravega provides a new storage abstraction - a stream - for continuous and unbounded data.
+- [Apache Pulsar](https://pulsar.apache.org/) - Apache Pulsar is an open-source distributed pub-sub messaging system.
+- [AWS Data Wranlger](https://github.com/awslabs/aws-data-wrangler) - Utility belt to handle data on AWS.
+- [Airbyte](https://airbyte.io/) - Open-source data integration for modern data teams.
## File System
-* [HDFS](https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html)
- * [Snakebite](https://github.com/spotify/snakebite) A pure python HDFS client
-* [AWS S3](https://aws.amazon.com/s3/)
- * [smart_open](https://github.com/RaRe-Technologies/smart_open) Utils for streaming large files (S3, HDFS, gzip, bz2)
-* [Alluxio](https://www.alluxio.org/) Alluxio is a memory-centric distributed storage system enabling reliable data sharing at memory-speed across cluster frameworks, such as Spark and MapReduce
-* [CEPH](https://ceph.com/) Ceph is a unified, distributed storage system designed for excellent performance, reliability and scalability
-* [OrangeFS](https://www.orangefs.org/) Orange File System is a branch of the Parallel Virtual File System
-* [SnackFS](https://github.com/tuplejump/snackfs-release) SnackFS is our bite-sized, lightweight HDFS compatible FileSystem built over Cassandra
-* [GlusterFS](https://www.gluster.org/) Gluster Filesystem
-* [XtreemFS](http://www.xtreemfs.org/) fault-tolerant distributed file system for all storage needs
-* [SeaweedFS](https://github.com/chrislusf/seaweedfs) Seaweed-FS is a simple and highly scalable distributed file system. There are two objectives: to store billions of files! to serve the files fast! Instead of supporting full POSIX file system semantics, Seaweed-FS choose to implement only a key~file mapping. Similar to the word "NoSQL", you can call it as "NoFS".
-* [S3QL](https://github.com/s3ql/s3ql/) S3QL is a file system that stores all its data online using storage services like Google Storage, Amazon S3, or OpenStack.
-* [LizardFS](https://lizardfs.com/) LizardFS Software Defined Storage is a distributed, parallel, scalable, fault-tolerant, Geo-Redundant and highly available file system.
+
+- [HDFS](https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html) - A distributed file system designed to run on commodity hardware.
+ - [Snakebite](https://github.com/spotify/snakebite) - A pure python HDFS client.
+- [AWS S3](https://aws.amazon.com/s3/) - Object storage built to retrieve any amount of data from anywhere.
+ - [smart_open](https://github.com/RaRe-Technologies/smart_open) - Utils for streaming large files (S3, HDFS, gzip, bz2).
+- [Alluxio](https://www.alluxio.org/) - Alluxio is a memory-centric distributed storage system enabling reliable data sharing at memory-speed across cluster frameworks, such as Spark and MapReduce.
+- [CEPH](https://ceph.com/) - Ceph is a unified, distributed storage system designed for excellent performance, reliability and scalability.
+- [OrangeFS](https://www.orangefs.org/) - Orange File System is a branch of the Parallel Virtual File System.
+- [SnackFS](https://github.com/tuplejump/snackfs-release) - SnackFS is our bite-sized, lightweight HDFS compatible FileSystem built over Cassandra.
+- [GlusterFS](https://www.gluster.org/) - Gluster Filesystem.
+- [XtreemFS](https://www.xtreemfs.org/) - Fault-tolerant distributed file system for all storage needs.
+- [SeaweedFS](https://github.com/chrislusf/seaweedfs) - Seaweed-FS is a simple and highly scalable distributed file system. There are two objectives: to store billions of files! to serve the files fast! Instead of supporting full POSIX file system semantics, Seaweed-FS choose to implement only a key~file mapping. Similar to the word "NoSQL", you can call it as "NoFS".
+- [S3QL](https://github.com/s3ql/s3ql/) - S3QL is a file system that stores all its data online using storage services like Google Storage, Amazon S3, or OpenStack.
+- [LizardFS](https://lizardfs.com/) - LizardFS Software Defined Storage is a distributed, parallel, scalable, fault-tolerant, Geo-Redundant and highly available file system.
## Serialization format
-* [Apache Avro](https://avro.apache.org) Apache Avro™ is a data serialization system
-* [Apache Parquet](https://parquet.apache.org) Apache Parquet is a columnar storage format available to any project in the Hadoop ecosystem, regardless of the choice of data processing framework, data model or programming language.
- * [Snappy](https://github.com/google/snappy) A fast compressor/decompressor. Used with Parquet
- * [PigZ](https://zlib.net/pigz/) A parallel implementation of gzip for modern
-multi-processor, multi-core machines
-* [Apache ORC](https://orc.apache.org/) The smallest, fastest columnar storage for Hadoop workloads
-* [Apache Thrift](https://thrift.apache.org) The Apache Thrift software framework, for scalable cross-language services development
-* [ProtoBuf](https://github.com/protocolbuffers/protobuf) Protocol Buffers - Google's data interchange format
-* [SequenceFile](https://wiki.apache.org/hadoop/SequenceFile) SequenceFile is a flat file consisting of binary key/value pairs. It is extensively used in MapReduce as input/output formats
-* [Kryo](https://github.com/EsotericSoftware/kryo) Kryo is a fast and efficient object graph serialization framework for Java
+- [Apache Avro](https://avro.apache.org) - Apache Avro™ is a data serialization system.
+- [Apache Parquet](https://parquet.apache.org) - Apache Parquet is a columnar storage format available to any project in the Hadoop ecosystem, regardless of the choice of data processing framework, data model or programming language.
+ - [Snappy](https://github.com/google/snappy) - A fast compressor/decompressor. Used with Parquet.
+ - [PigZ](https://zlib.net/pigz/) - A parallel implementation of gzip for modern multi-processor, multi-core machines.
+- [Apache ORC](https://orc.apache.org/) - The smallest, fastest columnar storage for Hadoop workloads.
+- [Apache Thrift](https://thrift.apache.org) - The Apache Thrift software framework, for scalable cross-language services development.
+- [ProtoBuf](https://github.com/protocolbuffers/protobuf) - Protocol Buffers - Google's data interchange format.
+- [SequenceFile](https://wiki.apache.org/hadoop/SequenceFile) - SequenceFile is a flat file consisting of binary key/value pairs. It is extensively used in MapReduce as input/output formats.
+- [Kryo](https://github.com/EsotericSoftware/kryo) - Kryo is a fast and efficient object graph serialization framework for Java.
## Stream Processing
-* [Apache Beam](https://beam.apache.org/) Apache Beam is a unified programming model that implements both batch and streaming data processing jobs that run on many execution engines.
-* [Spark Streaming](https://spark.apache.org/streaming/) Spark Streaming makes it easy to build scalable fault-tolerant streaming applications.
-* [Apache Flink](https://flink.apache.org/) Apache Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams.
-* [Apache Storm](https://storm.apache.org) Apache Storm is a free and open source distributed realtime computation system
-* [Apache Samza](https://samza.apache.org) Apache Samza is a distributed stream processing framework
-* [Apache NiFi](https://nifi.apache.org/) is an easy to use, powerful, and reliable system to process and distribute data
-* [Apache Hudi](https://hudi.apache.org/) Apache Hudi is an open source framework for managing storage for real time processing, one of the most interesting feature is the Upsert
-* [VoltDB](https://voltdb.com/) VoltDb is an ACID-compliant RDBMS which uses a [shared nothing architecture](https://en.wikipedia.org/wiki/Shared-nothing_architecture).
-* [PipelineDB](https://github.com/pipelinedb/pipelinedb) The Streaming SQL Database
-* [Spring Cloud Dataflow](https://cloud.spring.io/spring-cloud-dataflow/) Streaming and tasks execution between Spring Boot apps
-* [Bonobo](https://www.bonobo-project.org/) Bonobo is a data-processing toolkit for python 3.5+
-* [Robinhood's Faust](https://github.com/faust-streaming/faust) Forever scalable event processing & in-memory durable K/V store as a library with asyncio & static typing.
-* [HStreamDB](https://github.com/hstreamdb/hstream) The streaming database built for IoT data storage and real-time processing.
-* [Kuiper](https://github.com/emqx/kuiper) An edge lightweight IoT data analytics/streaming software implemented by Golang, and it can be run at all kinds of resource-constrained edge devices.
-* [Zilla](https://github.com/aklivity/zilla) - An API gateway built for event-driven architectures and streaming that supports standard protocols such as HTTP, SSE, gRPC, MQTT and the native Kafka protocol.
+
+- [Apache Beam](https://beam.apache.org/) - Apache Beam is a unified programming model that implements both batch and streaming data processing jobs that run on many execution engines.
+- [Spark Streaming](https://spark.apache.org/streaming/) - Spark Streaming makes it easy to build scalable fault-tolerant streaming applications.
+- [Apache Flink](https://flink.apache.org/) - Apache Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams.
+- [Apache Storm](https://storm.apache.org) - Apache Storm is a free and open source distributed realtime computation system.
+- [Apache Samza](https://samza.apache.org) - Apache Samza is a distributed stream processing framework.
+- [Apache NiFi](https://nifi.apache.org/) - An easy to use, powerful, and reliable system to process and distribute data.
+- [Apache Hudi](https://hudi.apache.org/) - An open source framework for managing storage for real time processing, one of the most interesting feature is the Upsert.
+- [VoltDB](https://voltdb.com/) - VoltDb is an ACID-compliant RDBMS which uses a [shared nothing architecture](https://en.wikipedia.org/wiki/Shared-nothing_architecture).
+- [PipelineDB](https://github.com/pipelinedb/pipelinedb) - The Streaming SQL Database.
+- [Spring Cloud Dataflow](https://cloud.spring.io/spring-cloud-dataflow/) - Streaming and tasks execution between Spring Boot apps.
+- [Bonobo](https://www.bonobo-project.org/) - Bonobo is a data-processing toolkit for python 3.5+.
+- [Robinhood's Faust](https://github.com/faust-streaming/faust) - Forever scalable event processing & in-memory durable K/V store as a library with asyncio & static typing.
+- [HStreamDB](https://github.com/hstreamdb/hstream) - The streaming database built for IoT data storage and real-time processing.
+- [Kuiper](https://github.com/emqx/kuiper) - An edge lightweight IoT data analytics/streaming software implemented by Golang, and it can be run at all kinds of resource-constrained edge devices.
+- [Zilla](https://github.com/aklivity/zilla) - - An API gateway built for event-driven architectures and streaming that supports standard protocols such as HTTP, SSE, gRPC, MQTT and the native Kafka protocol.
## Batch Processing
-* [Hadoop MapReduce](https://hadoop.apache.org/docs/current/hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduceTutorial.html) Hadoop MapReduce is a software framework for easily writing applications which process vast amounts of data (multi-terabyte data-sets) in-parallel on large clusters (thousands of nodes) of commodity hardware in a reliable, fault-tolerant manner
-* [Spark](https://spark.apache.org/)
- * [Spark Packages](https://spark-packages.org) A community index of packages for Apache Spark
- * [Deep Spark](https://github.com/Stratio/deep-spark) Connecting Apache Spark with different data stores. Deprecated.
- * [Spark RDD API Examples](http://homepage.cs.latrobe.edu.au/zhe/ZhenHeSparkRDDAPIExamples.html) by Zhen He
- * [Livy](https://livy.incubator.apache.org) Livy, the REST Spark Server
- * [Delight](https://github.com/datamechanics/delight) A free & cross platform monitoring tool (Spark UI / Spark History Server alternative)
-* [AWS EMR](https://aws.amazon.com/emr/) A web service that makes it easy to quickly and cost-effectively process vast amounts of data.
-* [Data Mechanics](https://www.datamechanics.co) A cloud-based platform deployed on Kubernetes making Apache Spark more developer-friendly and cost-effective.
-* [Tez](https://tez.apache.org/) An application framework which allows for a complex directed-acyclic-graph of tasks for processing data.
-* [Bistro](https://github.com/asavinov/bistro) is a light-weight engine for general-purpose data processing including both batch and stream analytics. It is based on a novel unique data model, which represents data via *functions* and processes data via *columns operations* as opposed to having only set operations in conventional approaches like MapReduce or SQL.
+
+- [Hadoop MapReduce](https://hadoop.apache.org/docs/current/hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduceTutorial.html) - Hadoop MapReduce is a software framework for easily writing applications which process vast amounts of data (multi-terabyte data-sets) - in-parallel on large clusters (thousands of nodes) - of commodity hardware in a reliable, fault-tolerant manner.
+- [Spark](https://spark.apache.org/) - A multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
+ - [Spark Packages](https://spark-packages.org) - A community index of packages for Apache Spark.
+ - [Deep Spark](https://github.com/Stratio/deep-spark) - Connecting Apache Spark with different data stores. Deprecated.
+ - [Spark RDD API Examples](https://homepage.cs.latrobe.edu.au/zhe/ZhenHeSparkRDDAPIExamples.html) - Examples by Zhen He.
+ - [Livy](https://livy.incubator.apache.org) - The REST Spark Server.
+ - [Delight](https://github.com/datamechanics/delight) - A free & cross platform monitoring tool (Spark UI / Spark History Server alternative).
+- [AWS EMR](https://aws.amazon.com/emr/) - A web service that makes it easy to quickly and cost-effectively process vast amounts of data.
+- [Data Mechanics](https://www.datamechanics.co) - A cloud-based platform deployed on Kubernetes making Apache Spark more developer-friendly and cost-effective.
+- [Tez](https://tez.apache.org/) - An application framework which allows for a complex directed-acyclic-graph of tasks for processing data.
+- [Bistro](https://github.com/asavinov/bistro) - A light-weight engine for general-purpose data processing including both batch and stream analytics. It is based on a novel unique data model, which represents data via _functions_ and processes data via _columns operations_ as opposed to having only set operations in conventional approaches like MapReduce or SQL.
+
- Batch ML
- * [H2O](https://www.h2o.ai/) Fast scalable machine learning API for smarter applications.
- * [Mahout](https://mahout.apache.org/) An environment for quickly creating scalable performant machine learning applications.
- * [Spark MLlib](https://spark.apache.org/docs/latest/ml-guide.html) Spark’s scalable machine learning library consisting of common learning algorithms and utilities, including classification, regression, clustering, collaborative filtering, dimensionality reduction, as well as underlying optimization primitives.
+ - [H2O](https://www.h2o.ai/) - Fast scalable machine learning API for smarter applications.
+ - [Mahout](https://mahout.apache.org/) - An environment for quickly creating scalable performant machine learning applications.
+ - [Spark MLlib](https://spark.apache.org/docs/latest/ml-guide.html) - Spark's scalable machine learning library consisting of common learning algorithms and utilities, including classification, regression, clustering, collaborative filtering, dimensionality reduction, as well as underlying optimization primitives.
- Batch Graph
- * [GraphLab Create](https://turi.com/products/create/docs/) A machine learning platform that enables data scientists and app developers to easily create intelligent apps at scale.
- * [Giraph](https://giraph.apache.org/) An iterative graph processing system built for high scalability.
- * [Spark GraphX](https://spark.apache.org/graphx/) Apache Spark's API for graphs and graph-parallel computation.
+ - [GraphLab Create](https://turi.com/products/create/docs/) - A machine learning platform that enables data scientists and app developers to easily create intelligent apps at scale.
+ - [Giraph](https://giraph.apache.org/) - An iterative graph processing system built for high scalability.
+ - [Spark GraphX](https://spark.apache.org/graphx/) - Apache Spark's API for graphs and graph-parallel computation.
- Batch SQL
- * [Presto](https://prestodb.github.io/docs/current/index.html) A distributed SQL query engine designed to query large data sets distributed over one or more heterogeneous data sources.
- * [Hive](https://hive.apache.org) Data warehouse software facilitates querying and managing large datasets residing in distributed storage.
- * [Hivemall](https://github.com/apache/incubator-hivemall) Scalable machine learning library for Hive/Hadoop.
- * [PyHive](https://github.com/dropbox/PyHive) Python interface to Hive and Presto.
- * [Drill](https://drill.apache.org/) Schema-free SQL Query Engine for Hadoop, NoSQL and Cloud Storage.
+ - [Presto](https://prestodb.github.io/docs/current/index.html) - A distributed SQL query engine designed to query large data sets distributed over one or more heterogeneous data sources.
+ - [Hive](https://hive.apache.org) - Data warehouse software facilitates querying and managing large datasets residing in distributed storage.
+ - [Hivemall](https://github.com/apache/incubator-hivemall) - Scalable machine learning library for Hive/Hadoop.
+ - [PyHive](https://github.com/dropbox/PyHive) - Python interface to Hive and Presto.
+ - [Drill](https://drill.apache.org/) - Schema-free SQL Query Engine for Hadoop, NoSQL and Cloud Storage.
## Charts and Dashboards
-* [Highcharts](https://www.highcharts.com/) A charting library written in pure JavaScript, offering an easy way of adding interactive charts to your web site or web application.
-* [ZingChart](https://www.zingchart.com/) Fast JavaScript charts for any data set.
-* [C3.js](https://c3js.org) D3-based reusable chart library.
-* [D3.js](https://d3js.org/) A JavaScript library for manipulating documents based on data.
- * [D3Plus](https://d3plus.org) D3's simplier, easier to use cousin. Mostly predefined templates that you can just plug data in.
-* [SmoothieCharts](http://smoothiecharts.org) A JavaScript Charting Library for Streaming Data.
-* [PyXley](https://github.com/stitchfix/pyxley) Python helpers for building dashboards using Flask and React
-* [Plotly](https://github.com/plotly/dash) Flask, JS, and CSS boilerplate for interactive, web-based visualization apps in Python
-* [Apache Superset](https://github.com/apache/incubator-superset) Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application
-* [Redash](https://redash.io/) Make Your Company Data Driven. Connect to any data source, easily visualize and share your data.
-* [Metabase](https://github.com/metabase/metabase) Metabase is the easy, open source way for everyone in your company to ask questions and learn from data.
-* [PyQtGraph](http://www.pyqtgraph.org/) PyQtGraph is a pure-python graphics and GUI library built on PyQt4 / PySide and numpy. It is intended for use in mathematics / scientific / engineering applications.
+- [Highcharts](https://www.highcharts.com/) - A charting library written in pure JavaScript, offering an easy way of adding interactive charts to your web site or web application.
+- [ZingChart](https://www.zingchart.com/) - Fast JavaScript charts for any data set.
+- [C3.js](https://c3js.org) - D3-based reusable chart library.
+- [D3.js](https://d3js.org/) - A JavaScript library for manipulating documents based on data.
+ - [D3Plus](https://d3plus.org) - D3's simplier, easier to use cousin. Mostly predefined templates that you can just plug data in.
+- [SmoothieCharts](https://smoothiecharts.org) - A JavaScript Charting Library for Streaming Data.
+- [PyXley](https://github.com/stitchfix/pyxley) - Python helpers for building dashboards using Flask and React.
+- [Plotly](https://github.com/plotly/dash) - Flask, JS, and CSS boilerplate for interactive, web-based visualization apps in Python.
+- [Apache Superset](https://github.com/apache/incubator-superset) - Apache Superset (incubating) - A modern, enterprise-ready business intelligence web application.
+- [Redash](https://redash.io/) - Make Your Company Data Driven. Connect to any data source, easily visualize and share your data.
+- [Metabase](https://github.com/metabase/metabase) - Metabase is the easy, open source way for everyone in your company to ask questions and learn from data.
+- [PyQtGraph](https://www.pyqtgraph.org/) - PyQtGraph is a pure-python graphics and GUI library built on PyQt4 / PySide and numpy. It is intended for use in mathematics / scientific / engineering applications.
## Workflow
-* [Luigi](https://github.com/spotify/luigi) Luigi is a Python module that helps you build complex pipelines of batch jobs.
- * [CronQ](https://github.com/seatgeek/cronq) An application cron-like system. [Used](https://chairnerd.seatgeek.com/building-out-the-seatgeek-data-pipeline/) w/Luige. Deprecated.
-* [Cascading](https://www.cascading.org/) Java based application development platform.
-* [Airflow](https://github.com/apache/airflow) Airflow is a system to programmaticaly author, schedule and monitor data pipelines.
-* [Azkaban](https://azkaban.github.io/) Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Azkaban resolves the ordering through job dependencies and provides an easy to use web user interface to maintain and track your workflows.
-* [Oozie](https://oozie.apache.org/) Oozie is a workflow scheduler system to manage Apache Hadoop jobs
-* [Pinball](https://github.com/pinterest/pinball) DAG based workflow manager. Job flows are defined programmaticaly in Python. Support output passing between jobs.
-* [Dagster](https://github.com/dagster-io/dagster) Dagster is an open-source Python library for building data applications.
-* [Kedro](https://kedro.readthedocs.io/en/latest/) Kedro is a framework that makes it easy to build robust and scalable data pipelines by providing uniform project templates, data abstraction, configuration and pipeline assembly.
-* [Dataform](https://dataform.co/) is an open-source framework and web based IDE to manage datasets and their dependencies. SQLX extends your existing SQL warehouse dialect to add features that support dependency management, testing, documentation and more.
-* [Census](https://getcensus.com/) is a reverse-ETL tool that let you sync data from your cloud data warehouse to SaaS applications like Salesforce, Marketo, HubSpot, Zendesk, etc. No engineering favors required—just SQL.
-* [dbt](https://getdbt.com/) is a command line tool that enables data analysts and engineers to transform data in their warehouses more effectively.
-* [RudderStack](https://github.com/rudderlabs/rudder-server) is a warehouse-first Customer Data Platform that enables you to collect data from every application, website and SaaS platform, and then activate it in your warehouse and business tools
+
+- [Luigi](https://github.com/spotify/luigi) - Luigi is a Python module that helps you build complex pipelines of batch jobs.
+ - [CronQ](https://github.com/seatgeek/cronq) - An application cron-like system. [Used](https://chairnerd.seatgeek.com/building-out-the-seatgeek-data-pipeline/) w/Luige. Deprecated.
+- [Cascading](https://www.cascading.org/) - Java based application development platform.
+- [Airflow](https://github.com/apache/airflow) - Airflow is a system to programmaticaly author, schedule and monitor data pipelines.
+- [Azkaban](https://azkaban.github.io/) - Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Azkaban resolves the ordering through job dependencies and provides an easy to use web user interface to maintain and track your workflows.
+- [Oozie](https://oozie.apache.org/) - Oozie is a workflow scheduler system to manage Apache Hadoop jobs.
+- [Pinball](https://github.com/pinterest/pinball) - DAG based workflow manager. Job flows are defined programmaticaly in Python. Support output passing between jobs.
+- [Dagster](https://github.com/dagster-io/dagster) - Dagster is an open-source Python library for building data applications.
+- [Kedro](https://kedro.readthedocs.io/en/latest/) - Kedro is a framework that makes it easy to build robust and scalable data pipelines by providing uniform project templates, data abstraction, configuration and pipeline assembly.
+- [Dataform](https://dataform.co/) - An open-source framework and web based IDE to manage datasets and their dependencies. SQLX extends your existing SQL warehouse dialect to add features that support dependency management, testing, documentation and more.
+- [Census](https://getcensus.com/) - A reverse-ETL tool that let you sync data from your cloud data warehouse to SaaS applications like Salesforce, Marketo, HubSpot, Zendesk, etc. No engineering favors required—just SQL.
+- [dbt](https://getdbt.com/) - A command line tool that enables data analysts and engineers to transform data in their warehouses more effectively.
+- [RudderStack](https://github.com/rudderlabs/rudder-server) - A warehouse-first Customer Data Platform that enables you to collect data from every application, website and SaaS platform, and then activate it in your warehouse and business tools.
## Data Lake Management
-* [lakeFS](https://github.com/treeverse/lakeFS) lakeFS is an open source platform that delivers resilience and manageability to object-storage based data lakes.
+- [lakeFS](https://github.com/treeverse/lakeFS) - lakeFS is an open source platform that delivers resilience and manageability to object-storage based data lakes.
## ELK Elastic Logstash Kibana
-* [docker-logstash](https://github.com/pblittle/docker-logstash) A highly configurable logstash (1.4.4) docker image running Elasticsearch (1.7.0) and Kibana (3.1.2).
-* [elasticsearch-jdbc](https://github.com/jprante/elasticsearch-jdbc) JDBC importer for Elasticsearch
-* [ZomboDB](https://github.com/zombodb/zombodb) Postgres Extension that allows creating an index backed by Elasticsearch
+
+- [docker-logstash](https://github.com/pblittle/docker-logstash) - A highly configurable logstash (1.4.4) - docker image running Elasticsearch (1.7.0) - and Kibana (3.1.2).
+- [elasticsearch-jdbc](https://github.com/jprante/elasticsearch-jdbc) - JDBC importer for Elasticsearch.
+- [ZomboDB](https://github.com/zombodb/zombodb) - Postgres Extension that allows creating an index backed by Elasticsearch.
## Docker
-* [Gockerize](https://github.com/redbooth/gockerize) Package golang service into minimal docker containers
-* [Flocker](https://github.com/ClusterHQ/flocker) Easily manage Docker containers & their data
-* [Rancher](https://rancher.com/rancher-os/) RancherOS is a 20mb Linux distro that runs the entire OS as Docker containers
-* [Kontena](https://www.kontena.io/) Application Containers for Masses
-* [Weave](https://github.com/weaveworks/weave) Weaving Docker containers into applications
-* [Zodiac](https://github.com/CenturyLinkLabs/zodiac) A lightweight tool for easy deployment and rollback of dockerized applications
-* [cAdvisor](https://github.com/google/cadvisor) Analyzes resource usage and performance characteristics of running containers
-* [Micro S3 persistence](https://github.com/figadore/micro-s3-persistence) Docker microservice for saving/restoring volume data to S3
-* [Rocker-compose](https://github.com/grammarly/rocker-compose) Docker composition tool with idempotency features for deploying apps composed of multiple containers. Deprecated.
-* [Nomad](https://github.com/hashicorp/nomad) Nomad is a cluster manager, designed for both long lived services and short lived batch processing workloads
-* [ImageLayers](https://imagelayers.io/) Vizualize docker images and the layers that compose them
+- [Gockerize](https://github.com/redbooth/gockerize) - Package golang service into minimal docker containers.
+- [Flocker](https://github.com/ClusterHQ/flocker) - Easily manage Docker containers & their data.
+- [Rancher](https://rancher.com/rancher-os/) - RancherOS is a 20mb Linux distro that runs the entire OS as Docker containers.
+- [Kontena](https://www.kontena.io/) - Application Containers for Masses.
+- [Weave](https://github.com/weaveworks/weave) - Weaving Docker containers into applications.
+- [Zodiac](https://github.com/CenturyLinkLabs/zodiac) - A lightweight tool for easy deployment and rollback of dockerized applications.
+- [cAdvisor](https://github.com/google/cadvisor) - Analyzes resource usage and performance characteristics of running containers.
+- [Micro S3 persistence](https://github.com/figadore/micro-s3-persistence) - Docker microservice for saving/restoring volume data to S3.
+- [Rocker-compose](https://github.com/grammarly/rocker-compose) - Docker composition tool with idempotency features for deploying apps composed of multiple containers. Deprecated.
+- [Nomad](https://github.com/hashicorp/nomad) - Nomad is a cluster manager, designed for both long lived services and short lived batch processing workloads.
+- [ImageLayers](https://imagelayers.io/) - Vizualize docker images and the layers that compose them.
## Datasets
-## Realtime
-* [Twitter Realtime](https://developer.twitter.com/en/docs/tweets/filter-realtime/overview) The Streaming APIs give developers low latency access to Twitter’s global stream of Tweet data.
-* [Eventsim](https://github.com/Interana/eventsim) Event data simulator. Generates a stream of pseudo-random events from a set of users, designed to simulate web traffic.
-* [Reddit](https://www.reddit.com/r/datasets/comments/3mk1vg/realtime_data_is_available_including_comments/) Real-time data is available including comments, submissions and links posted to reddit
-## Data Dumps
-* [GitHub Archive](https://www.gharchive.org/) GitHub's public timeline since 2011, updated every hour
-* [Common Crawl](https://commoncrawl.org/) Open source repository of web crawl data
-* [Wikipedia](https://dumps.wikimedia.org/enwiki/latest/) Wikipedia's complete copy of all wikis, in the form of wikitext source and metadata embedded in XML. A number of raw database tables in SQL form are also available.
+### Realtime
+
+- [Twitter Realtime](https://developer.twitter.com/en/docs/tweets/filter-realtime/overview) - The Streaming APIs give developers low latency access to Twitter's global stream of Tweet data.
+- [Eventsim](https://github.com/Interana/eventsim) - Event data simulator. Generates a stream of pseudo-random events from a set of users, designed to simulate web traffic.
+- [Reddit](https://www.reddit.com/r/datasets/comments/3mk1vg/realtime_data_is_available_including_comments/) - Real-time data is available including comments, submissions and links posted to reddit.
+
+### Data Dumps
+
+- [GitHub Archive](https://www.gharchive.org/) - GitHub's public timeline since 2011, updated every hour.
+- [Common Crawl](https://commoncrawl.org/) - Open source repository of web crawl data.
+- [Wikipedia](https://dumps.wikimedia.org/enwiki/latest/) - Wikipedia's complete copy of all wikis, in the form of wikitext source and metadata embedded in XML. A number of raw database tables in SQL form are also available.
## Monitoring
-## Prometheus
-* [Prometheus.io](https://github.com/prometheus/prometheus) An open-source service monitoring system and time series database
-* [HAProxy Exporter](https://github.com/prometheus/haproxy_exporter) Simple server that scrapes HAProxy stats and exports them via HTTP for Prometheus consumption
+### Prometheus
+
+- [Prometheus.io](https://github.com/prometheus/prometheus) - An open-source service monitoring system and time series database.
+- [HAProxy Exporter](https://github.com/prometheus/haproxy_exporter) - Simple server that scrapes HAProxy stats and exports them via HTTP for Prometheus consumption.
## Testing
-* [Grai](https://github.com/grai-io/grai-core/) is a data catalog tool that integrates into your CI system exposing downstream impact testing of data changes. These tests prevent data changes which might break data pipelines or BI dashboards from making it to production.
+- [Grai](https://github.com/grai-io/grai-core/) - A data catalog tool that integrates into your CI system exposing downstream impact testing of data changes. These tests prevent data changes which might break data pipelines or BI dashboards from making it to production.
## Community
-## Forums
-* [/r/dataengineering](https://www.reddit.com/r/dataengineering/) News, tips and background on Data Engineering
-* [/r/etl](https://www.reddit.com/r/ETL/) Subreddit focused on ETL
-
-## Conferences
-* [Data Council](https://www.datacouncil.ai/about) Data Council is the first technical conference that bridges the gap between data scientists, data engineers and data analysts.
-
-## Podcasts
-* [Data Engineering Podcast](https://www.dataengineeringpodcast.com/) The show about modern data infrastructure.
+### Forums
-Cheers to [The Data Engineering Ecosystem: An Interactive Map](http://xyz.insightdataengineering.com/blog/pipeline_map.html)
+- [/r/dataengineering](https://www.reddit.com/r/dataengineering/) - News, tips and background on Data Engineering.
+- [/r/etl](https://www.reddit.com/r/ETL/) - Subreddit focused on ETL.
-Inspired by the [awesome](https://github.com/sindresorhus/awesome) list. Created by [Insight Data Engineering](https://insightdataengineering.com) fellows.
+### Conferences
-## License
+- [Data Council](https://www.datacouncil.ai/about) - Data Council is the first technical conference that bridges the gap between data scientists, data engineers and data analysts.
-[](https://creativecommons.org/publicdomain/zero/1.0/)
+### Podcasts
-To the extent possible under law, [Igor Barinov](https://github.com/igorbarinov/) has waived all copyright and related or neighboring rights to this work.
+- [Data Engineering Podcast](https://www.dataengineeringpodcast.com/) - The show about modern data infrastructure.
diff --git a/docs/awesome/awesome-engineering-strategy.md b/docs/awesome/awesome-engineering-strategy.md
index bc1584eec9..3a2005c15f 100644
--- a/docs/awesome/awesome-engineering-strategy.md
+++ b/docs/awesome/awesome-engineering-strategy.md
@@ -80,3 +80,7 @@ Contributions are welcome! Check out the contribution guidelines for adding item
- [Flutter in 2022 Strategy](https://flutter.dev/go/strategy-2022) - Flutter annual strategy document for 2022.
- [Gitpod Strategy](https://gitpod.notion.site/Gitpod-s-Direction-be35d064c0704fbda61c542b84e07ef6) - Gitpod purpose, vision, and strategy.
- [Qatium Product Market Fit](https://learnings.aleixmorgadas.dev/p/post-product-market-fit-open-engineering) - An engineering strategy when the product verifies product market fit and the engineering isn't evolving the practices to match the new product needs.
+
+## Communities
+
+- [Engineering Strategy Community](https://join.slack.com/t/engineeringstrategy/shared_invite/zt-281ejnipx-q9ZLSxaFnPYFBxc932gSCA) - Slack community centered on Engineering Strategy.
diff --git a/docs/awesome/awesome-micropython.md b/docs/awesome/awesome-micropython.md
index 9038d80679..c01d955a27 100644
--- a/docs/awesome/awesome-micropython.md
+++ b/docs/awesome/awesome-micropython.md
@@ -277,6 +277,7 @@ Other places you can look for MicroPython Libraries:
* [ESP32-433Mhz-Transmitter](https://github.com/Aschhoff/ESP32-433Mhz-Transmitter) - A pure MicroPython RF transmitter. You can create and add your own encoder.
* [pico_jjy_tx](https://github.com/elehobica/pico_jjy_tx) - JJY transmitter for Raspberry Pi Pico W.
* [pico_dcf77_tx](https://github.com/elehobica/pico_dcf77_tx) - DCF77 transmitter for Raspberry Pi Pico W.
+* [micropython_dcf77](https://github.com/dsiggi/micropython-dcf77) - DCF77 receiver and decoder.
#### RC receiver
diff --git a/docs/awesome/awesome-neovim.md b/docs/awesome/awesome-neovim.md
index 6880f226c8..91458ac9a9 100644
--- a/docs/awesome/awesome-neovim.md
+++ b/docs/awesome/awesome-neovim.md
@@ -410,6 +410,7 @@ Tree-sitter is a new system introduced in Neovim 0.5 that incrementally parses y
- [oxfist/night-owl.nvim](https://github.com/oxfist/night-owl.nvim) - A [Night Owl colorscheme port from VSCode](https://github.com/sdras/night-owl-vscode-theme) with support for Tree-sitter and semantic tokens.
- [text-to-colorscheme](https://github.com/svermeulen/text-to-colorscheme) - Dynamically generated colorschemes generated on the fly with a text prompt using ChatGPT.
- [miikanissi/modus-themes.nvim](https://github.com/miikanissi/modus-themes.nvim) - Accessible theme, conforming with the highest standard for color contrast (WCAG AAA).
+- [alexmozaidze/palenight.nvim](https://github.com/alexmozaidze/palenight.nvim) - Palenight colorscheme supporting Tree-sitter, LSP _(including semantic tokens)_ and lots of plugins.
### Lua Colorscheme
diff --git a/docs/awesome/awesome-nix.md b/docs/awesome/awesome-nix.md
index 8b2002d37e..b925752ac5 100644
--- a/docs/awesome/awesome-nix.md
+++ b/docs/awesome/awesome-nix.md
@@ -31,7 +31,6 @@
* [Hound](https://search.nix.gsc.io) - Handily search across all or selected Nix-related repositories.
* [Nix Package Versions](https://lazamar.co.uk/nix-versions/) - Find all versions of a package that were available in a channel and the revision you can download it from.
* [Noogle](https://noogle.dev/) - Nix API search engine allowing to search functions based on their types and other attributes.
-* [Pkgs on Nix](https://pkgs.on-nix.com/) - A database with Nix packages at all versions, from all channels.
* [Home Manager Option Search](https://mipmip.github.io/home-manager-option-search/) - Search through all 2000+ Home Manager options and read how to use them.
## Installation Media
diff --git a/docs/awesome/awesome-open-hardware.md b/docs/awesome/awesome-open-hardware.md
index 92ccb919c5..334b4bc42c 100644
--- a/docs/awesome/awesome-open-hardware.md
+++ b/docs/awesome/awesome-open-hardware.md
@@ -30,6 +30,7 @@
* [Opulo](https://docs.opulo.io/) - Project that develops a pick and place machine.
* [FarmBot](https://farm.bot/pages/open-source) - automated gardening machine to grow vegetables.
* [PiKVM](https://pikvm.org/) - Open and inexpensive DIY IP-KVM based on Raspberry Pi.
+* [Mekanika](https://www.mekanika.io/) - Tools & Machines for Makers
## Talks
diff --git a/docs/awesome/awesome-slack.md b/docs/awesome/awesome-slack.md
index 9fc39434bd..a672586b46 100644
--- a/docs/awesome/awesome-slack.md
+++ b/docs/awesome/awesome-slack.md
@@ -1,73 +1,157 @@
-
-## Awesome Slack Communities [](https://github.com/sindresorhus/awesome)
-[](https://travis-ci.org/filipelinhares/awesome-slack)
-
-A list of communities about web development and design that are powered by **Slack**.
-
-## What's Slack
-> Slack is a platform for team communication: everything in one place, instantly searchable, available wherever you go. *- slack.com*
-
-
-## Development
-- [Ember](https://ember-community-slackin.herokuapp.com/)
-- [Laravel](https://larachat.co/)
-- [Ruby](https://rubydevelopers.typeform.com/to/l7WVWl)
-- [Front end](https://frontenddevelopers.org/)
-- [Android](https://androidchat.co/)
-- [GO](https://docs.google.com/forms/d/e/1FAIpQLScNsNXbz2SCLH5hVNoZS0C70nPAXv730SW9F3K1g6iVvlcUTg/viewform?fbzx=4754263898376949596)
-- [PHP Chat](https://phpchat.co)
-- [Clojure](http://clojurians.net/)
-- [iOS Developers](https://ios-developers.io/)
-- [Elixir](https://elixir-slackin.herokuapp.com/)
-- [slashrocket](https://slashrocket.io/)
-- [Cordova](http://slack.cordova.io/)
-- [Python Community](https://pythoncommunity.herokuapp.com/)
-- [CFML/ColdFusion](https://cfml-slack.herokuapp.com/)
-
-
-## Regional
-- [Australia & New Zealand](http://devanz.co)
-- [Les Pitonneux - Montreal QC Canada](https://pitonneux.slack.com)
-- [Python Brazilian Community](http://slack-pythonbrasil.herokuapp.com/)
-- [Remote workers in Romania](https://github.com/filipelinhares/awesome-slack/blob/master/weworkremotely.slack.com/)
-- [Russian-speaking developers community](https://rusdevs.herokuapp.com/)
-- [Kazan Developers](https://devkzn.slack.com/)
-- [Polish developers](http://slackin.devstyle.pl/)
-- [Spanish-speaking developer communities list](https://github.com/comunidad-tecnologica/awesome-spanish-slack-dev-groups)
-- [Ruby Turkey Community](https://rubytr.herokuapp.com/)
-- [Rochester NY USA Developers (RocDev)](https://rocdev.org/)
-- [Vancouver Developers (yvrdev)](https://yvrdev.slack.com/)
-
-## Design
-- [Sketch](http://teamsketch.io/)
-- [Design Talks](https://docs.google.com/forms/d/e/1FAIpQLSeKT_LC8kKTzJ4JjmgVQVpfl24i1qBkjJ7TYyQcNHL7fBQkYQ/viewform?c=0&w=1)
-- [Designer Hangout](https://www.designerhangout.co/)
-
-## Misc
-- [WordPress](https://make.wordpress.org/chat/)
-- [Chit Chats](http://www.chitchats.co/)
-- [The Evangelist Collective](https://github.com/evangelistcollective/)
-- [Psychedelic Chat](http://psychedelicchat.com/)
-- [LGBTQ in Technology](https://lgbtq.technology/)
-- [#Startup](http://startup.chat)
-- [Safelight](http://safelight.herokuapp.com/) - Photography.
-- [DFIR Community](https://rishi28.typeform.com/to/sTbTI8) - Information Security.
-- [First Contributors](https://firstcontributors.slack.com/join/shared_invite/enQtNjkxNzQwNzA2MTMwLTVhMWJjNjg2ODRlNWZhNjIzYjgwNDIyZWYwZjhjYTQ4OTBjMWM0MmFhZDUxNzBiYzczMGNiYzcxNjkzZDZlMDM#/) - Help / mentorship for open source contributors.
-- [IT Pro Community](https://www.electric.ai/it-pro-slack) - Connect and network with IT practitioners and decision-makers
-- [SaaS Community](https://join.slack.com/t/saas-hgv7803/shared_invite/zt-qwvrywyr-8DmSpEzBiSWD2WQuB9r9pw) - Community for SaaS product builders, to discuss the challenges involved.
-- [Developer Marketing](https://marketingto.dev/) - Passionate marketing folks working in API Marketing, developer tooling, or actively marketing to developers.
-
-## DevOps
-- [Google Cloud Platform](http://bit.ly/gcp-slack)
-- [Kubernetes](http://slack.kubernetes.io/)
-- [DevOps](https://devopschat.co/)
-- [Devop Engineers](https://www.devopsengineers.com/)
-- [SweetOps](https://slack.cloudposse.com/)
-## Looking for more lists like that
-- [Awesome Community](https://github.com/phpearth/awesome-community)
-
-## Contribute
-Your contributions and suggestions are :heart: welcome. Ensure to read the [guidelines](https://github.com/filipelinhares/awesome-slack/blob/master/CONTRIBUTING.md) first.
-
-## License
-[](https://creativecommons.org/publicdomain/zero/1.0/)
+
+[](https://github.com/sindresorhus/awesome)
+
+
+ 
+
+
+
+
Awesome Slack
+
+
+
+ A curated list of awesome, Slack-related things.
+
+
+***
+
+An avid Slack user? A developer looking for awesome tools to build out an integration? Just looking for inspiration? This is a list of all the best things Slack.
+
+
+## :pencil: Lists
+- [Community-Built Libraries](https://api.slack.com/community) - Slack-curated list of community open-source libraries
+- [Slack App Directory](https://slack.com/apps) - Official directory of publicly available Slack apps
+- [Slack Emojis](https://emoji.gg) - Unofficial directory of custom emojis for Slack
+
+## :art: Themes
+
+- [Slack Themes](http://slackthemes.net/) - A Slack sidebar theme browser
+- [Sweet Themes Are Made of These](http://sweetthemesaremadeofthe.se/) - Website for sharing Slack custom palettes
+
+## :hammer_and_wrench: Libraries and SDKs
+
+### C#
+
+- [margiebot](https://github.com/jammerware/margiebot) - A .NET library designed to make building bots for Slack fast, easy, and fun
+- [Slack.Webhooks](https://github.com/nerdfury/Slack.Webhooks) - A library to work with Slack webhooks more easily
+- [SlackAPI](https://github.com/Inumedia/SlackAPI) - A third-party implementation of Slack's API written in C#
+
+### Erlang
+
+- [slacker](https://github.com/julienXX/slacker) - Erlang Slack REST API wrapper
+
+### Go
+
+- [webhook](https://github.com/adnanh/webhook) - Easily run commands in response to HTTP webhook requests from Slack
+
+### Java
+
+- [java-slack-sdk](https://github.com/slackapi/java-slack-sdk) - Slack's official Java framework for building Slack apps
+- [simple-slack-api](https://github.com/Ullink/simple-slack-api) - A Slack client library in Java
+
+### JavaScript/TypeScript
+
+- [bolt-js](https://github.com/slackapi/bolt-js) - Slack's official JavaScript framework for building Slack apps
+- [jsx-slack](https://github.com/yhatt/jsx-slack) - Build JSON object for Slack Block Kit surfaces from JSX
+- [node-slack-sdk](https://github.com/slackapi/node-slack-sdk) - Slack's official SDK for Node.js
+- [slack-block-builder](https://github.com/raycharius/slack-block-builder) - Lightweight Node.js library for building Slack Block Kit UIs, with a declarative syntax inspired by SwiftUI
+
+### PHP
+
+- [SlackBundle](https://github.com/DZunke/SlackBundle) - SlackBundle for Symfony2
+- [slack-php-app-framework](https://github.com/slack-php/slack-php-app-framework) - Robust PHP framework for building Slack apps in PHP
+- [slack-php-block-kit](https://github.com/jeremeamia/slack-block-kit) - Fluent interface for composing Slack Block Kit messages and modals in PHP
+- [slack-php-socket-mode](https://github.com/slack-php/slack-php-socket-mode) - A Socket Mode implementation for [slack-php-app-framework](https://github.com/slack-php/slack-php-app-framework)
+- [slack-php-slick](https://github.com/slack-php/slack-php-slick) - Dependency-free micro-framework for building Slack apps in PHP
+
+### PowerShell
+
+- [PSSlack](https://github.com/RamblingCookieMonster/PSSlack) - PowerShell module for simple Slack integration.
+
+### Python
+
+- [blockkit](https://github.com/imryche/blockkit) - A fast way to build Block Kit interfaces in Python
+- [bolt-python](https://github.com/slackapi/bolt-python) - Slack's official Python framework for building Slack apps
+- [django-slack](https://github.com/lamby/django-slack) - Slack integration for Django, using the templating engine to generate messages
+- [django-slack-oauth](https://github.com/izdi/django-slack-oauth) - Slack OAuth module for Django
+- [python-slack-events-api](https://github.com/slackapi/python-slack-events-api) - Slack Events API adapter for Python
+- [python-slack-sdk](https://github.com/slackapi/python-slack-sdk) - Slack's official SDK for Python
+- [slackblocks](https://github.com/nicklambourne/slackblocks) - Python API for building Slack Block Kit messages
+- [slack-php-api](https://github.com/jolicode/slack-php-api) - PHP Slack client based on the official OpenAPI specification
+- [slacker-cli](https://github.com/juanpabloaj/slacker-cli) - Messages to slack from the command line
+- [slashbot](https://github.com/ebrassell/slashbot) - An easy way to create slash commands using AWS Lambda functions
+- [boltworks](https://github.com/YSaxon/boltworks) - Extensions to Slack's bolt framework: expandable GUIs, easier callbacks, richer CLIs
+
+### R
+
+- [slackr](https://github.com/hrbrmstr/slackr) - A package to send webhook API messages to Slack channels/users from R
+
+### Ruby
+
+- [slack-notifier](https://github.com/stevenosloan/slack-notifier) - A simple wrapper for posting to Slack
+- [slack-notify](https://github.com/sosedoff/slack-notify) - Send notifications to Slack
+- [slack-poster](https://github.com/rikas/slack-poster) - Simple gem to post messages on Slack using webhooks
+- [slack-ruby-block-kit](https://github.com/CGA1123/slack-ruby-block-kit) - A ruby wrapper for Slack's Block Kit
+- [slack-ruby-bot](https://github.com/dblock/slack-ruby-bot) - The easiest way to write a Slack bot in Ruby
+- [slack-ruby-bot-server](https://github.com/slack-ruby/slack-ruby-bot-server) - Ruby library for building Slack applications
+- [slack-ruby-client](https://github.com/dblock/slack-ruby-client) - A Ruby client for the Slack Web and RealTime Messaging APIs
+
+### Rust
+
+- [slack-morphism-rust](https://github.com/abdolence/slack-morphism-rust) - A modern async Slack API client for Rust
+
+### Scala
+
+- [slack-scala-client](https://github.com/gilbertw1/slack-scala-client) - A Scala Slack client for the Web and RTM API
+
+### Swift
+
+- [SwiftBlocksUI](https://github.com/SwiftBlocksUI/SwiftBlocksUI/) - Interactive Slack messages and modals using a SwiftUI-like declarative style
+
+## :gear: Open-Source Slack Apps and Integrations
+
+### CoffeeScript
+
+- [jinora](https://github.com/sdslabs/jinora) - Slack webhook app to create anonymous public channels
+
+### Java
+
+- [simple-slack-api](https://github.com/Ullink/simple-slack-api) - A Slack client library in Java
+- [tasks-app](https://github.com/slackapi/tasks-app) - Simple task management app produced by Slack
+
+### JavaScript/Typescript
+
+- [definition-app](https://github.com/slackapi/definition-app) - App for storing and accessing company-specific phrases
+- [slack-github-action](https://github.com/slackapi/slack-github-action) - Send data into Slack using this GitHub Action
+- [slack-reporting-tool](https://github.com/slackapi/slack-reporting-tool) - App that allows team members to report offensive messages
+- [tesla-slack](https://github.com/heikkipora/tesla-slack) - Track your Tesla from Slack
+- [tasks-app](https://github.com/slackapi/tasks-app) - Simple task management app produced by Slack
+
+### PHP
+
+- [MantisBT-Slack](https://github.com/infojunkie/MantisBT-Slack) - MantisBT plugin to send bug updates to Slack
+- [monolog](https://github.com/Seldaek/monolog) - Sends your logs to Slack
+
+### Python
+
+- [slackbot](https://github.com/lins05/slackbot) - A chat bot for Slack
+- [slacker-cli](https://github.com/juanpabloaj/slacker-cli) - Messages to slack from the command line
+- [tasks-app](https://github.com/slackapi/tasks-app) - Simple task management app produced by Slack
+- [wee-slack](https://github.com/rawdigits/wee-slack) - A WeeChat plugin for Slack
+
+### Ruby
+
+- [slack-gamebot](https://github.com/dblock/slack-gamebot) - A game bot for Slack
+- [snarkov](https://github.com/gesteves/snarkov) - Sinatra-based Markov bot for Slack
+- [tickbot](https://github.com/barryf/tickbot) - Simple team time tracking reminder
+- [trebekbot](https://github.com/gesteves/trebekbot) - A Jeopardy! bot for Slack
+
+## :busts_in_silhouette: Contributions
+
+Contributions are always welcome! Please read the [contribution guidelines](https://github.com/matiassingers/awesome-slack/blob/master/contributing.md) first.
+
+## :classical_building: License
+
+[](http://creativecommons.org/publicdomain/zero/1.0/)
+
+To the extent possible under law, [Matias Singers](http://mts.io) has waived all copyright and related or neighboring rights to this work.
diff --git a/docs/awesome/awesome-zsh-plugins.md b/docs/awesome/awesome-zsh-plugins.md
index 6910b9c145..7d1b141c89 100644
--- a/docs/awesome/awesome-zsh-plugins.md
+++ b/docs/awesome/awesome-zsh-plugins.md
@@ -371,7 +371,7 @@ Here are a few good sources for Nerd Fonts and Powerline-compatible fonts:
- [Fira Mono](https://github.com/mozilla/Fira) - Mozilla's Fira type family.
- [Hack](http://sourcefoundry.org/hack/) - Another Powerline-compatible font designed for source code and terminal usage.
- [Input Mono](https://input.djr.com/) - A family of fonts designed specifically for code. It offers both monospaced and proportional fonts and includes Powerline glyphs.
-- [Iosevka](https://be5invis.github.io/Iosevka/) - Iosevka is an open source slender monospace sans-serif and slab-serif typeface inspired by [Pragmata Pro](http://www.fsd.it/fonts/pragmatapro.htm), [M+](http://mplus-fonts.osdn.jp/) and [PF DIN Mono](https://www.myfonts.com/fonts/parachute/pf-din-mono/), designed to be the ideal font for programming.
+- [Iosevka](https://be5invis.github.io/Iosevka/) - Iosevka is an open source slender monospace sans-serif and slab-serif typeface inspired by [Pragmata Pro](http://www.fsd.it/fonts/pragmatapro.htm), M+ and [PF DIN Mono](https://www.myfonts.com/fonts/parachute/pf-din-mono/), designed to be the ideal font for programming.
- [Monoid](http://larsenwork.com/monoid/) - Monoid is customizable and optimized for coding with bitmap-like sharpness at 15px line-height even on low res displays.
- [Mononoki](https://madmalik.github.io/mononoki/) - Mononoki is a typeface by Matthias Tellen, created to enhance code formatting.
- [More Nerd Fonts](https://www.nerdfonts.com/font-downloads) - Another site to download nerd fonts.
diff --git a/docs/awesome/vertx-awesome.md b/docs/awesome/vertx-awesome.md
index cb05b1578d..08762181c1 100644
--- a/docs/awesome/vertx-awesome.md
+++ b/docs/awesome/vertx-awesome.md
@@ -17,7 +17,7 @@ next to it. This icon means the component is part of the official
## Books
-* [Building Reactive Microservices in Java](https://developers.redhat.com/promotions/building-reactive-microservices-in-java/) by Clément Escoffier
+* [Building Reactive Microservices in Java](https://www.oreilly.com/library/view/building-reactive-microservices/9781491986295/) by Clément Escoffier
* [Vert.x in Action](https://www.manning.com/books/vertx-in-action) by Julien Ponge
## Build tools
@@ -206,21 +206,17 @@ next to it. This icon means the component is part of the official
## Microservices
* [Vert.x GraphQL Service Discovery](https://github.com/engagingspaces/vertx-graphql-service-discovery) - [GraphQL](http://graphql.org/) service discovery and querying for your Vert.x microservices.
-* [SmallRye Fault Tolerance](https://smallrye.io/docs/smallrye-fault-tolerance/6.2.6), [GitHub](https://github.com/smallrye/smallrye-fault-tolerance) - SmallRye Fault Tolerance is an implementation of Eclipse MicroProfile Fault Tolerance with additional features not defined by the specification. Native support of [Vert.x](https://smallrye.io/docs/smallrye-fault-tolerance/6.2.6/integration/event-loop.html) and [Mutiny](https://smallrye.io/docs/smallrye-fault-tolerance/6.2.6/reference/asynchronous.html#async-types)
* [Resilience4j](https://github.com/resilience4j/resilience4j) - Resilience4j is a fault tolerance library designed for Java8 and functional programming. Resilience4j provides modules for Circuit Breaking, Rate Limiting, Bulkheading, Automatic retrying, Response caching and Metric measuring.
* [Failsafe](https://failsafe.dev/) - Failsafe is a lightweight, *zero-dependency* library for handling failures in Java 8+. Concise API. Integration with libraries that use their own schedulers for async executions, such as Akka or Vert.x. [Vert.x example](https://github.com/failsafe-lib/failsafe/blob/master/examples/src/main/java/dev/failsafe/examples/VertxExample.java)
* [Autonomous Services](https://github.com/mikand13/autonomous-services) - A toolkit for creating autonomous services. An architecture that leverages vert.x and nannoq-tools to provide an event-based reactive architecure without centralized components, neither for communication or data, providing a theoretically linear scalability across the architecture.
* [Apache ServiceComb Java Chassis](https://github.com/apache/servicecomb-java-chassis) - ServiceComb Java Chassis is a Software Development Kit (SDK) for rapid development of microservices in Java, providing service registration, service discovery, dynamic routing, and service management features.
+* [SmallRye Fault Tolerance](https://github.com/smallrye/smallrye-fault-tolerance) - SmallRye Fault Tolerance is an implementation of Eclipse MicroProfile Fault Tolerance with additional features not defined by the specification. Native support of [Vert.x](https://smallrye.io/docs/smallrye-fault-tolerance/6.2.6/integration/event-loop.html) and [Mutiny](https://smallrye.io/docs/smallrye-fault-tolerance/6.2.6/reference/asynchronous.html#async-types).
## Search Engines
* [Vert.x Elasticsearch Service](https://github.com/englishtown/vertx-elasticsearch-service) - Vert.x 3 [Elasticsearch](https://www.elastic.co/) service with event bus proxying.
* [Vert.x Solr Service](https://github.com/englishtown/vertx-solr-service) - Vert.x 3 Solr service with event bus proxying.
-## Template Engines
-
-* [KorTE Template Engine](https://github.com/korlibs/korte) - Kotlin Template Engine similar to Twig/Django/Liquid supporting calling Kotlin suspend methods.
-
## Service Factory
* [Node.js Service Factory](https://github.com/mellster2012/vertx-nodejs-service-factory) - Vert.x Node.js Service Factory.
@@ -326,14 +322,7 @@ next to it. This icon means the component is part of the official
## Articles
* [Going reactive with Eclipse Vert.x and RX Java](https://blogs.oracle.com/javamagazine/going-reactive-with-eclipse-vertx-and-rxjava)
-* [First Steps With Vert.x and Infinispan - Part 2: PUSH API](https://dzone.com/articles/first-steps-with-vertx-and-infinispan-push-api-par)
-* [First Steps With Vert.x and Infinispan - Part 1: REST API](https://dzone.com/articles/first-steps-with-vertx-and-infinispan-rest-api)
-* [Location Transparency With Vert.x](https://dzone.com/articles/location-transparency-with-vertx)
-* [Reactive Microservices and Service Discovery with Vert.x](https://dzone.com/articles/reactive-microservices-and-service-discovery-with)
-* [https://dzone.com/articles/vertx-330-development-automation](https://dzone.com/articles/vertx-330-development-automation)
* [Vert.x 3.3.0 Features Enhanced Networking Microservices, Testing and More](https://www.infoq.com/news/2016/06/Vert.x-3.3.0-release-features)
-* [Launching Vert.x Dynamically](https://dzone.com/articles/vertx-launcher)
-* [Secure Your Vertx 3 App With Pac4j](https://dzone.com/articles/secure-your-vertx)
* [Interview with Tim Fox About Vert.x 3, the Original Reactive, Microservice Toolkit for the JVM](http://www.infoq.com/articles/vertx-3-tim-fox)
## Tutorials