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What would your business be like if you sold memberships? It might be more than fun to think about, in fact, it might just be transformative. With membership,

Dual-screen devices have been on the market for nearly three years. In that time new web platform technologies have been built with developer feedback to enable layout on the web that adapts to these devices. These web platform capabilities integrate with existing concepts, such as the viewport and media queries, so that developers and designers can spend more time ideating about how to leverage t

Monorepos are codebases containing multiple projects in a single unified code repository. This post explores how monorepos can improve your development workflow.

iCloud Private Relay is an Apple service for browsing more privately and securely. Learn how to ensure the best user experience using iCloud Private Relay.

I have a handful of good links to articles about performance that are burning a hole in my bookmarks folder, and wanna drop them here to share.

In February, we experienced one incident resulting in significant impact to multiple GitHub services.

As the global response to the tragedies in Ukraine and other impacted regions continues to evolve, I wanted to share with our community an expansion of the message that I shared earlier this week with our Hubbers.


Shopify loves Ruby and opportunities to get together with other engineers who love Ruby to learn, share, and build relationships. In November, Rubyists from Shopify’s Ruby and Rails infrastructure teams gathered in Denver at RubyConf 2021 to immerse themselves in all things Ruby with a community of their peers. If you weren’t there or want to revisit the content, we’ve compiled a list of the talks

What started as a case study turned into a guide to visualizing audio with JavaScript. Although the output demos are in React, Jhey Tompkins isn’t going to dwell on the React side of things too much. The underlying techniques work with or without React.



2022 is shaping up to be a pretty great year for CSS, with a plethora of new features on the horizon. Some are already starting to land in browsers, others are likely to gain widespread browser support in 2022, while for one or two the process may be a little longer. In this article we’ll take a look at a few of them.

TL;DR Within Spotify, we run 20,000 batch data pipelines defined in 1,000+ repositories, owned by 300+ teams — daily. The majority of our pipelines rely on two tools: (for the Python folks) and (for the Java folks). In 2019, the data orchestration team at Spotify decided to move away from these tools. In this post, the team details why the decision was made, and the journey they took to make the t

Tell us more about working on Spotify Wrapped…

Until recently, Search at Spotify relied mostly on term matching. For example, if you type the query “electric cars climate impact”, Elasticsearch will return search results that contain everything that has each of those query words in its indexed metadata (like in the title of a podcast episode).

My early mornings are spent running about after my children – getting them dressed, giving them breakfast and putting on their sunscreen, so they’re all ready for the day ahead. At 8am, I drive my daughter to preschool, while my mom looks after my one-year-old son – she’s been living with us since the start of the pandemic and has been a huge help when it comes to family life and childcare.

TL;DR For years, Spotify’s official engineering blog has been giving you a peek behind the curtain at Spotify R&D. Today, we’re announcing , our new R&D podcast that gives you another view into our tech world. In each episode I’ll talk with Spotify developers about challenging tech problems and give you a firsthand look into what we’re doing, what we’re building, and what we’re nerding out about a

TL;DR: Using the properties of the Poisson bootstrap algorithm and quantile estimators, we have been able to reduce the computational complexity of Poisson bootstrap difference-in-quantiles confidence intervals enough to unlock bootstrap inference for almost arbitrary large samples. At Spotify, we can now easily calculate bootstrap confidence intervals for difference-in-quantiles in A/B tests with

On March 8, we experienced a global outage triggered by issues in a cloud-hosted service discovery system used at Spotify. We were made aware of issues with login at 18:12 UTC / 13:12 ET and started implementing fixes to critical systems at 18:39 UTC / 13:39 ET. This outage affected our users and we apologize for the inconvenience it may have caused. Our service has now fully recovered.

Tell us more about working on Spotify Wrapped…

We’ve discussed a lot about the internals of using CSS in this ongoing series on web components, but there are a few special pseudo-elements and

A round-up of updates and improvements to Figma and FigJam
