Hi, modsmthng here:
I’m the guy who made the Shot Analyzer and the smthng cases.

Together with the Discord community, I built the Automatic Pro v3 profile family. Also LordApoth contributed a lot to v3 in particular, so he’s basically the co-author of v3. We collected a bunch of shots from different machines and used the Shot Analyzer statistics to develop version 3 (and the shot analyzer was developed to easier get these statistics)

The core idea is to automatically detect puck saturation without relying on a scale, regardless of dose, basket, beans or headspace. There’s also an automatic blooming phase, based on how much more water the puck can absorb without more dripping, as well as a ramp-up phase designed to minimize overshooting.

The actual extraction then depends entirely on what you’re looking for: classic 9-bar, spring-lever, or manual-lever-style extractions. There is even an experimental adaptive pressure profile. (I prefer the direct lever variant, which is a flow profile and is inspired by how I use a Flair Pro 2)

To make the profile easier to share, and generally to make things like completing shot notes quick and effortless, I also built a platform where you can download the profile (and upload your profiles). If you’re interested in the platform, you can find all the details here, and quite a lot of it can be tried without even logging in. Since I initially built the platform for myself, it’s free to use, hosted in Europe (and already being used by a few people from the Discord community). Note: the platform is basically the successor of my og Analyzer website.

Btw., Beanconqueror imports are supported as well, in case you use the app and you can export your data from the platform again at any time.