With a framework in place, engineers can stop worrying about everything that framework does for them. Your team can focus on solving your business problems instead of building yet another solution to an old problem that's been solved before. Look around and identify the mistakes your team is making over and over.

With a week full of sessions, tutorials, training classes, and events, the STARCANADA software testing conference had plenty of takeaways. Some highlights: what jobs will look like in the future with AI, why testers should lead efforts to make quality everyone's responsibility, and the importance of unlearning.

Programming often is considered an individual pursuit, but there are other options gaining popularity: pairing, where you work with another developer or tester, and mobbing, where the entire team works on one thing at a time. Each is effective for certain kinds of challenges. How much collaboration is right for you?