[pianopatrick]

I like to think of it as "AI prompting algorithms". Like instead of just this prompt gets this result it's A prompt then B prompt the C prompt gets a result.

And just like when people were trying to figure out which sorting algorithm made the most sense, we are all just trying to figure out which prompt algorithms with which models lead to good results.

[chuckadams]

The most interesting evolution of my agent workflow over the past year is that I've dropped all the language gimmicks: I used to use particular emoji to mark parts of code as hints to the AI, I structured planning docs in very rigid language for different types of instructions, and generally optimizing my language for machine consumption. That's all gone now: all my comments, directives, plans and so on are just plain and clear English, nothing more. They're direct and unceremonious, but no longer bullet points that were nearly caveman-speak. It just works better that way.