HOW WE BUILD EXPERIMENTS IN-HOUSE

Summary from the TLDR Web Dev newsletter

Canva's experimentation analysis platform started with a data scientist-focused Python package and a command-line interface. It then transitioned to an interface that could be used by all employees and a separate microservice for analysis components. This allowed it to manage experiments much easier in-house.