This bit made me laugh

But wild rats are rare. Albertans have grown so unaccustomed to rats that they frequently mistake squirrels, gophers, and other small animals for them: of the 875 reported sightings in 2025, only 47 turned out to be actual rats.

I bet most of those were rats

Take the time to read up on CI/CD

Lots of different options, hosted and self hosted.

Github actions and GitLab are two of the more common ones, the latter is self hosted but the former is the dominant one if CV skills is needed

Github Actions runner can be self-hosted as well! Microsoft tried to curb it for a while by making self-hosted runner minutes paid as well, but quickly walked that back.

Do note that Github Actions have been the target of like 50 different attacks and I would not combine publicly hosted code with your own runners, as without proper sandboxing it can lead to anybody executing any code on your machine just by opening a PR (might have been fixed since last I heard, but the general vibe stands).

That's why Apple changed the lense layout and introduced new colours in latest iPhone!

But everyone is running containers on Kubernetes?

Doesnt lambda use Firecracker under the hood?

Yes

https://aws.amazon.com/blogs/aws/firecracker-lightweight-vir...

The compute deal is for their depreciating hardware.

Matter of time before its no longer considered good enough by the main players.

Anthropic are building their own Datacenters so it's a stop gap

an RTX 3090 or older Quadro/Tesla enterprise cards are still selling/ renting... 5 year depreciation is only for tax purposes.

Anthropic is not building their own datacenters... They are mainly giving equity for colocation with AWS. I cant find one example of them ground breaking on anything... Can you give me a source?

They are building one in uk

https://www.themorningintelligence.uk/anthropic-lines-up-tee...

yeah, and power is not availabe at capacity until late 2029? They haven't even signed anything, the 'deal' is in principle and BP has been actively trying to challenge it because they want the same power for a hydrogen facility.

So, to circle back to my original point, Anthropic has not broken ground on actively building any datacenters.

Do kids grow out of it by a certain age though?

It's been around for about 17 years, and if anything is more popular now than ever. So even if lots of kids grow out of it, there are new ones being born every minute.

Like Tesla the stock is held by many powerful and rich people.

Elon is smart and doesn't buy things alone, he brings in many people so they all have a interest to protect their investment.