I'm going to test myself as a trading bot developer (here on Manifold) and would like to learn more on this topic. Post your tips as options, I'll choose ones which were most helpful for me.

Feel free to write just a gist as an option and elaborate more in comments :)

(I didn't find information anywhere on how do these type of questions resolve, but let's say I'll choose my top three.)