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February 10, 2021
Before we start: despite my best efforts, this text contains many so-called male default terms, like leader, officer, or manager, which although they are generally believed to be gender-neutral, are considered by most men and sadly also the majority of women as male. I am therefore using pronouns when a male default term appears in the text for the first time.
February 8, 2021
Here at Wayfair Engineering, we're aggressively migrating our monolithic systems into decoupled (independent) libraries and microservices. Decoupled libraries and services allow us to build faster and deploy more frequently, but they can create discoverability and software testing challenges. In this blog post, we'll show you how we used Storybook to solve some of those problems for our frontend codebase.
February 3, 2021
Taking on a new role can be an experience that is at once career-definingly thrilling, and a bit nerve-wracking. The inevitable questions of one’s own ability start to creep into mind -- “I feel like I only just hit my stride in my last role! Why am I changing everything now?” or “What makes you qualified to be a [your fancy new role here]? You’ve never done that before!” With time, those doubts typically disperse as you remember the reason you pursued your new role in the first place: you’re passionate about the work (and, as it eventually turns out, you’re not half bad at it).
January 15, 2021
Envoy rate limits is a fairly complex system, built using multiple components. While there are many articles on the Internet explaining basic setup and how each component works, we weren’t able to find something that explains how each component works end-to-end in simple terms.
December 15, 2020
Explainable Artificial Intelligence (XAI) is an emerging field within Machine Learning (ML). There has been considerable advances in the state of the art in recent years.
December 15, 2020
Welcome again, Wayfair Engineering Enthusiasts, to our virtual fireside. Make yourself comfortable and settle in for the second installment of our Fireside Story series on Continuous Integration. If you haven’t had the pleasure, please read part one, a history of GitLab CI at Wayfair. This installment will feature GitLab CI’s successor, Buildkite.
November 11, 2020
Feedback Hub is Wayfair's inhouse web application, built by Data Science Analytics, which enables Analysts all across Wayfair to leverage data and insights generated by Natural Language Models developed by our Voice of the Customer DS team.
November 5, 2020
Greetings Wayfair Engineering Enthusiasts: old, new, and returned. We’re gathered today (virtually) to collect a story from Wayfair’s history. I’m Gary White, volunteering historian, frequent worker. I’m going to share with you all the journey we took as an organization to adopt Continuous Integration. This is part one of two. In part two, I’ll tell you the story of Buildkite at Wayfair. In this part (one), you’ll indulge me in learning about Gitlab CI. Where we started, the good, the bad, the decline, and the eventual decision to scrap our critical build infrastructure to do something new.