Ask HN: How do you improve code for future AI?

I am sitting on tons of legacy code at my day job. I keep looking at how fast AI is improving over the last few years.

I am thinking what can I do to improve the massive amount of legacy code I have to maintain so that eventually I can let a better AI in the near future help me more?

What are your best tips that are working now?