Uptime, self healing, reproducibility, separating the system from app. There's probably a half dozen more.

K8s comes with resource consumption tax certainly but for anything beyond the trivial it's usually justified.

> Separate VM's for different apps works well for isolation

Sounds inefficient along with a lot more work doing the plumbing than simply writing a 100 lines of yaml.

HIPAA is self-certifying, SOC2 isn't.

No way on earth you are getting SOC2 without an auditor.

Hits different doesn't it

It's an incredibly exciting time in security research in my humble old man opinion.

Think the cadence of new exploits is perhaps a good measure of that rather than subjective thoughts by anyone regardless of experience.

Did you mean 100 billion tokens because 100k isn't a big deal at all?

Camels are cool still.

This is a guy with 10+ years experience as a dev. It was a watershed moment for me, many people really have stopped thinking for themselves.

The way humans are depicted in Wall-E springs to mind as being quite prescient, it wasn't meant to be a doco

Only around 10% of the US military is in combat roles.

You're getting clicks, they're going to the moon and there's a lot of people on Earth who would happily take any tradeoff for that.

This was 6-8x the size all the existing trades on market combined, with zero other publicly available information early on a Monday morning 15 mins before an announcement that significantly moved the market.

Not even the biggest hedge funds in the world with coked up yolo traders go make 1.5 billion dollar bets like that, it simply doesn't happen.

It's egregious and blatant insider trading. The position got closed not long after the news came out.

The Pentagon, much like everyone else, will only want to use the best model available though.

Outright dismissal like this should be judged as harshly as the comment itself.

Knative on k8s works well for us, there's some oddities about it but in general does the job

I get that cross platform desktop app is a complicated beast but it gives off those creepy npm vibes.

https://en.wikipedia.org/wiki/Woodlands_Checkpoint

I have lived there and can rattle off plenty of criticisms about the country but complaining about migrant workers who clamour to work in SG is not one of them.

The vast majority of Singapore migrant workforce are Malaysian citizens who live over the border in JB, you can rent a 2 bed apartment there for $300 a month and eat out in a restaurant for $2 while commuting each day to a developed country and earn those level of wages.

To pretend these people have a rough deal compared to back home is absurd and I'd challenge anyone to actually talk to them first before getting on your high horse. Ask them if they would prefer to work in their home country.

It's also eating a significant amount of your compute and memory

Oh wow, so uh... I'm managing around 1000 nodes over 6 clusters, alone. There's others able to handle things when I'm not around or on leave and meticulously updated docs for them to do so but in general am the only one touching our infra.

I also do dev work the other half of the week for our company.

Ask your boss if he needs a hand :)