Experimenting with GraphQL

Our mobile apps make a lot of requests when they boot and our REST APIs are difficult to optimize for the exact data any one version…

iOS Training Log — Drawing striped overlays onto a bubble visualization

Strava recently shipped the (previously web & Android only) Training Log to iOS devices, which represents the athlete’s previous activities using bubbles. A “bubble”, in the context of this post, shows the accumulated volume of some activity dimension (distance, time, etc.) for a given day. This will add up the…

Update to Privacy Zones functionality

Strava for Apple Watch: Planning and Project Overview

Strava released its original Apple Watch app shortly after the device’s launch in 2015. In the two year period following the release of our original Apple Watch app we made some incremental improvements, but the overall software architecture never changed…

Building the Global Heatmap

700 million activities 1.4 trillion latitude/longitude points 7.7 trillion…

A Richer Activity, Part 1

If you were sitting down to make a ride-tracking platform for cyclists, you’d probably consider storing certain ride details as part of the design. Perhaps you’d pick out some key fields to store like speed, distance, climb, date, time, and bike model. You’d figure a relational database table would work…

Building Local Legends

Most Strava athletes love competition! Pushing hard to beat someone in the final stretch of a race. Achieving a new personal best at your local road race. Or perhaps simply pushing yourself to keep up with your training partner in a workout. Athletes crave these things, and it drives them…

My Summer on Platform at Strava

Airbrake for Scala Services My first project focused on integrating Strava’s Scala microservices with…

Product feedback is a gift

Because many of us are athletes…

Introducing developers.strava.com

The goals of the…

Erasure

On May 25th, 2018 the European General Data Protection Regulation (GDPR) went into effect. It enacted a sweeping set of new regulations intended to provide European citizens better control over their own data. Of concern here is one particular article of GDPR: the right of Erasure. It states: The data…

The Art and Science Behind Effective Product Goal Setting

As analysts at Strava, we work on many different subject areas that range from defining how we track the usage of features our teams build and supporting experiments, to sizing opportunities for new projects and investing in forward thinking research. However, one of the most exciting areas that analysts support…

Strava’s New End-to-End Testing Setup

Rebuilding the Segment Leaderboards Infrastructure: Part 4: Accessory Systems

Engineering Interviewing at Strava

Distributed Tracing at Strava

In this post, we’ll define distributed tracing, explain our motivation for adoption, and highlight a few scenarios where it can be helpful for operating software. Motivation Once upon a time some 12 years ago, Strava was a single Rails app backed by a couple SQL tables. Fast forward to today…

From data streams to a data lake

A summer of Android

I’m Artem, one of the Android interns at Strava in San Francisco during Summer 2019. I’m from Canada and have studied at the University of Manitoba for my Bachelors of Computer Science for the past four years. Team I’m on: During the summer I was on the Experience team, which works on the…

Whole lot of heat, not a lot of maps

An Improved GAP Model

Our previous model was derived from a laboratory study [1]…

Android Guild Week: Modularizing our App

Activity Grouping: The Heart of a Social Network for Athletes

Implementing Beacon on Apple Watch

Beacon — a Summit feature that allows athletes to send a live update of their location to safety contacts. Back in late April, I started implementing Beacon on the Apple Watch. Aside from UI work, adding Beacon support to our Watch app consisted of two parts. The first part was…

How to Fix LLDB: Couldn’t IRGen Expression (when using Carthage)

Timeline Strava’s iOS & watchOS code is stored in a single repository. This repository contains all of our code as well as the compiled Carthage dependencies (Carthage/Build/iOS & Carthage/Build/watchOS). This is partly to reduce complexity for any given engineer (since they don’t need to worry about carthage bootstrap) and to avoid…

Apple Dev Guild Week

The team of developers that works on our iPhone and Apple Watch app spends the majority of its time working on feature development during the year. However, for a week in April the Apple Dev Guild had the opportunity to focus on platform health and the future of what writing…