We've officially expanded our App’s #AugmentedReality feature! Users can now visualize items from @Etsy's unique marketplace in their space and among their real-world things. Mahreen Ijaz and Pedro Michel tell you all about it in this recent post. #AR etsy.me/48lvjwt

How can you measure a website’s energy and carbon footprint? In our next #CodeAsCraft speaker series, @emilysommer and @davidmytton will discuss the challenges of measuring online energy use and carbon consumption. etsy.me/45xe0a5

Occasionally conventional wisdom & best-practices for designing software systems don't quite align. @kylegallatin & @mackenzstarr highlight a case study in Feature Systems where the intuition was contrary to the true needs of #ML-driven workflows. etsy.me/3rzaT2n

By learning from 1-hr sequences of user actions, Etsy's marketplace recommendations are now more tailored than ever before. Staff #ML Engineers @awadalaa and @daoRoberts share how Etsy built a deep learning module powering personalized sponsored search. etsy.me/43rzd3j

Sometimes words aren’t enough to express exactly what a buyer is looking for. Enter the scene: #SearchByImage. 📷📷 In this post, #ML Engineers @edendolev & @awadalaa share @Etsy's architecture journey from image classification to multitask modeling etsy.me/43JJdpm

Tomorrow's the day! Be sure you're all signed up for our next Code as Craft speaker series.

Why integrate rock-solid security throughout your entire software development journey? Join @Etsy on June 29th for an exciting Code as Craft speaker series with #cybersecurity pros Samuel Sentongo and Peter Dmitrieff. etsy.me/42AOYEL

The more quickly #machinelearning engineers can iterate, the more quickly models can improve. In this post, @kylegallatin, @robmiles0 & @rahul_kishen share how @Etsy used Barista to address the #ML bottleneck of moving a model from dev to production. etsy.me/429Yhvu

Interested in streamlining your documentation process? Docs-as-code may be your solve. In this post, @kylegallatin & @afshinmeh explore how treating documentation like code can lead to improved collaboration, version control, & automated testing. etsy.me/3oXgZs2

With more than 100M unique listings on @Etsy, model-ranked recommendations are necessary. But how can our marketplace support so many recs at scale? Yuqing Pan and Raphael Louca share how we built a Deep Learning canonical ranker to scale up efficiency. etsy.me/3nmxzRB

Even with meticulous planning & testing, you'll still encounter challenges migrating critical, high traffic systems. In the final part of this blog series, @dasl__ shares how @Etsy managed and resolved these challenges using @vitessio and #MySQL. etsy.me/41vU71l

While processing payment activity at scale, how do you change storage backends smoothly and without disruption? In this recent blog by @thetaprime, we share how @Etsy made this transition happen using @vitessio & #MySQL all while maintaining 100% uptime. etsy.me/41wgLqv