As companies move to agile and DevOps, silos are coming down and there is more interaction and collaboration among teams. Quality is also becoming everyone's responsibility for the entire software development lifecycle. Quality is more than just testing: Consider a quality value stream along the overall value chain.

Many companies avoid genuine innovation for fear of making potentially complex changes without producing measurable results. But you can start small with internal changes that have limited scope and that deliver prompt solutions, so there's less upfront investment—and less risk. Here's how to innovate inexpensively.

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.