Accelerating Iteration Velocity on Dropbox’s Desktop Client, Part 1

Motivation

Imagine you’re an engineer working on a new product feature that is going to have a high impact on the end user, like the Dropbox Badge. You want to get quick validation on the functionality and utility of the feature. Each individual change you make might be relatively simple, like a tweak to the CSS changing the size of a font, or more substantial, like enabling the Badge on a new file type. You could set up user studies, but these are relatively expensive and slow, and are a statistically small sample size. Ideally,

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