There will be many new roles for AI to play in future “developed” classrooms. Artificial neural networks will make it possible for robots to perform tasks through simple observation without programming, which will make their use limitless in a school setting. Here are some ways AI can be put to good use in a classroom.

Unit testing is key for driving early defect identification, but organizations and teams continue to be challenged when it comes to designing and implementing unit tests. Realizing a culture of sound unit testing is often more a leadership challenge than a developer one. Here's how to instill a culture of unit testing.

Building a test automation strategy involves all members of the technical team, layering tests throughout the technology stack, and using this approach to design better software and catch simple problems earlier in the development cycle. But working like that requires a shift in mindset across the organization.