Aside from basic inheritance and complex nested types, the pydantic ‘TypeAdapter’ is awesome for simply validating native dataclasses. It’s a little slow, but everything pydantic is =)

It’s definitely a thing. There are some super light roasts that if you try to brew them without enough resting time, you can sort of cheat by just grinding the coffee about 30mins before you brew for a hacky quick degas. It really helps get rid of that grassy vegetal taste.

I’ve found that darker roasts are much nicer around 195F, I mainly brew very light roast and almost all of them come out under extracted at temps below 200F

[0] https://en.m.wikipedia.org/wiki/Sixel

Where does the manifesto talk about a process of any sort? It’s a set of values. It doesn’t mention anything about iterations, breaking things down, etc

> analyze how that affected your environment

> learn from that, and

> respond/repeat.

I could be missing your point, but this is precisely a core tenet of Lean - Plan, Do, Check, Act

Agile speaks nothing of these sorts of processes(aside from the cargo cult enterprise scrum nonsense of course)

However, it does prove that click bait isn’t a new phenomenon!

Any more info you could provide? Origin, process method(washed, natural, anaerobic, etc) roaster, profile, brewing method, etc. ?

All the coffee types I’ve dealt with start degrading heavily starting at ~14 days from roast date.

Soft beans that are roasted dark don’t require much time since most of the oils have been brought close to the surface already.

Very dense beans roasted lightly take time to degas. In my experience 4-7 days is the sweet spot.

It’s not even a subtle difference. Drinking a very light roast right after roasting will be very sharp/sour/acidic, many times undrinkable. After a several days they will get sweet and fruity and delicious.

I’ve always thought of Apple having an emphasis on vertical integration(hardware+software=product). So maybe their foray into services would be the line in the sand?

This is a take on the Yamaha Tenori-on[0] style of sequencing which is legendary(but sadly no longer made).

I’m surprised there aren’t more software clones of this available. Even the official iOS app clone was discontinued a few years back. It’s such a fun and highly creative way to sequence, though better suited to melodic phrases than rhythmic patterns imo.

[0] https://en.wikipedia.org/wiki/Yamaha_Tenori-on

[0] https://sonosaurus.com/sooperlooper/

[0] ardour.org

It mostly worked with minimal fuss. From what I remember, most of the headaches were getting sway and my multi monitor support configured to my liking.

edit: fix gpu name

Is there really any demand for this though? What Linux gui apps exist that windows users want/need? Enough that Microsoft sees an addressable market large enough to get roi?

The inverse seems to have way more practical use cases that could actually drive revenue - games and legacy business applications (as mentioned in the esr prose).

This is very subjective and depends heavily on the definitions of “desirable” and “LA”.

It seems SES or mailgun are the primary options these days.