There are two ways to scale: bigger machines (vertical) or more machines sharing the load (horizontal). Horizontal is how large services handle millions of users, spreading requests across many servers so no single one is overwhelmed.
Most new apps don't need to worry about massive scale on day one, and over-engineering for it early wastes money. What matters is building on a foundation that can scale when needed, so success doesn't force a costly rebuild.
Updated July 2026
Go deeper