Avoid these mistakes to build automation that survives UI changes, validates outcomes properly, and provides useful feedback.

The world tried to kill Andy off but he had to stay alive to to talk about what happened with databases in 2025.

Lindsey Ellefson is Lifehacker’s Features Editor. She currently covers study and productivity hacks, as well as household and digital decluttering, and oversees the freelancers on the sex and ...