Ah yeah if it's not automated you have fewer issues, particularly with good models which require much less badgering. What I would say is that there are probab

Ah yeah if it's not automated you have fewer issues, particularly with good models which require much less badgering. What I would say is that there are probably common patterns that you use and building up prompts can save some time. There's a lot of woo around though as people just copy patterns they see. It may be as simple for you as coding with a few style examples and an explanation of your level (e.g. in typescript I want code examples and help with syntax, python I've used for decades so need only higher level pointers) Promptfoo should fit that quite well, you can give it some prompts and run them all and see output (with caching thankfully). GPTs, the custom ones now, are a little different in that you can also give them files to refer to. I've done that with example code for an internal-ish framework and it generates useful code from that. Edit - I'd also invite you to think about places you could use them in a more automated way. I had some I want to resurrect with newer models where I can take a recording, send it through whisper, then from the transcript take out: * Key points * Give me counter arguments * Critique my thinking * If I talk about coding options give advice or write code to solve the problems * Create a title