The same questions come up with almost every new client. The answers are written down here, so you can read them in peace instead of us spending a meeting on it.
Watchtower ran for six months without updating anything, because a mounted path had quietly become an empty directory. The same day, a photo library sat frozen because an upgrade had skipped a step. Both failures had the same shape: the system looked healthy.
PlantGeekz ships in 16 languages. Some is written with a paid model, the rest translated on our own GPU. Why the cheap model is not a shortcut when the text is full of botanical names.
How PlantGeekz puts a name on a plant photo with BioCLIP 2 on our own GPU. What it can do, what it cannot, and why keeping it at home is an advantage.
What happens to a system when the tables grow from a hundred thousand rows to twenty million. What it costs not to have the data model under control, and what I do about it.
Write a few lines about what you are dealing with. I will come back with what I think, including if the answer is that someone else would do it better.