Qualitative comparison of image embedding models to power a scalable similar-image replacement system for Canva designs.

Sam Jacobs

Image replacement in Canva designs using reverse image search

How Canva uses graph traversal to handle the complexity of getting print orders to our customers.

Our journey to implement and support real-time mouse pointers.

The architecture of our product analytics event delivery pipeline.

How we built a scalable and reliable content usage counting service.

How we reliably migrated hundreds of GBs of relational DB data for our service split project

More on how we are rebuilding Canva's search stack and pipeline.

Our migration journey and key lessons from this journey.

How we deal with potential problems when running Canva's recommendation system.

This post describes how we empowered our users at Canva to collaborate by introducing services that support streaming using RSocket.

Behind the scenes on our mission to drive the next era of presentation software.

This post explains how we built a data-driven system that can perform autocorrection at scale across languages.