Do we really need to run all the tests every time we make a change to the source code or make a release? That could take minutes or even hours. Wouldn't it be better to run only the tests related to the changes we are making or the phase of the lifecycle of an application? Is the future of testing in AI and ML?

Kohsuke Kawaguchi from Launchable might have the answers to those and quite a few other questions.

Launchable: https://www.launchableinc.com
Shipa: https://shipa.io