I learned a lot about certain tools that got outmoded within a few years. I would like to have a way to think about when "learn this one tool and use it foreve

I learned a lot about certain tools that got outmoded within a few years. I would like to have a way to think about when "learn this one tool and use it forever" is appropriate. Maybe investment in certain kinds of tools pays off more.