URL to an example of what you use?
https://www.amazon.es/gp/product/B07PBCYTFW
These adapters seem similar to what's used in that instructibles link. I didn't pick these for any specific reason other than they were available on Amazon. It uses the same LM2596.
https://old.reddit.com/r/homeassistant/comments/13ovuqn/ive_...
You can use an LM2596 to step down the voltage.