I don't think AHK or python or whatever is the issue here, it's automating the consumption of a ton of data without consulting the consumers or vendors of that data, or enacting correctness guarantees. It seems like you're hung up on AHK vs not-AHk and that's not something I care about. I've seen and been involved in a lot of naive automation of human processes just to see all of the edge cases destroy a business for weeks or more on end.