Trouble is, implementing the best scaling practices is not free, and is often overlooked early in a product's lifecycle. Small teams use modern frameworks to quickly develop useful applications, with little need to worry about scale: today you can run a successful application on very little infrastructure... at least, you can up to a point. Past this point lies an uncomfortable middle ground, where small teams face scaling challenges as their system becomes successful, often without the benefit of an ideal design or lots of resources to implement one. This article will lay out some pragmatic advice for getting past this point in the real world of limited foresight and budgets.