Developers, what challenges do you face in your current AI app development process?

Honestly, keeping up! I work with stable diffusion and image generation and that field is moving so fast it's hard not to get stressed out. If you want to contribute to the field, it either takes a lot of hardware, time, and blood, sweat and tears, or someone else is likely to beat you to it. Sometimes both.