Imagine you have to clip the same river layer to 50 different county boundaries, every month, and then make a web map of the result by hand. Doing it manually would take hours—and one missed click could ruin the data. In this chapter we will see how writing just a few lines of code saves you that time, reduces mistakes, and lets you build tools that anyone can use, whether inside desktop GIS software or on a public web page.