Pair programming generally involves two programmers working on a single change from start to finish. You can augment this pattern by adding a test specialist, so you can test-drive feature changes first and the tester can ask questions and guide test and code design. What you get is quality built in from the start.

Because automation, AI, and agile have changed how we test software, the thought is that testers need to understand a certain amount of coding so that they can make themselves more well-rounded and better able to adapt within a software project. But there are other things testers can focus on before learning to code.

There are so many strong reasons why digital transformation has become big, but many organizations are missing a major opportunity by simply running digital projects instead of fully transforming the organization itself—similar to doing some agile things without actually committing to being agile.