Reaching a million users is a milestone every startup dreams about. But the technical challenges that come with it can catch teams off guard. Here are the biggest lessons we learned helping a client scale their platform.
Database Is Usually the Bottleneck
No matter how well you design your application layer, the database will eventually become your constraint. Read replicas, query optimization, and strategic caching are essential investments.
Queues Are Your Best Friend
Anything that doesn't need to happen synchronously should go into a queue. Email sending, image processing, analytics tracking — offload it all. Your users will thank you with faster response times.