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This. LLMs are marketed on the false premise of all knowledge, intelligence and wisdom being possible to be encoded in language only.

lol, i think the LLM shows more wisdom here than the average person. Functionally, being 50m away from the car wash is at the car wash if you have a dirty car in your possession that needs cleaning. Realistically, the only reason you express the need to go to the carwash if you are in a 50m proximity with your car you intend to clean at the carwash is if you need to walk in and talk to someone.

The point was it does not matter if you only eat rice and beans for your whole life, no amount of salaries will get you into the "club".

I think the point is that it is his OPs opinion and they cannot read the future. Nobody here can, so the reply has just as much weight as the original.

So saving and living below means is a great strategy either way.


I think it's neat.

They do.

A 4k stream needs around 25M and video calls are more about QOS.

According to their page, they are an AI company, so I don’t see why would anyone choose them for feature flags.

Even better: optional book comes with a code you can use to register to an electronic version of the exam. Of course you can do it on pen and paper separate from most of the class if you don’t want to buy it…

... but the pen and paper one is an essay instead of several multiple choice questions.

"a database which uses optimistic concurrency in serializable isolation level. Postgres is often configured this way, though it's not the only way it can be configured."

It's not the default (read committed is) and I never saw serializable being set in actual production systems. You can do it, but then you have to be able to retry all of your transactions, including read.

What if the task you do take 5 minutes? 30 minutes? 10 hours? Do you create long transaction, blocking all reads?


> It's not the default (read committed is) and I never saw serializable being set in actual production systems.

It's not the common mode of deployment, but it's definitely in prod use.

> You can do it, but then you have to be able to retry all of your transactions, including read.

Pure read transactions shouldn't need to be retried in postgres due to serialization errors. You need to have read-write dependencies for that.

That's not to say that effectively read only transactions aren't affected by serializable, you do need to record the necessary metadata for the serialization logic to work.

FWIW, if you know your transaction is read only and long running, you can start a transaction with START TRANSACTION READ ONLY DEFERRABLE, which makes the start transaction slower, but then does not need to do any work related to serializable while the transaction is running.


> I never saw serializable being set in actual production systems

Every major prod system I've worked on in the last 15 years ran in serializable, including my current charge which processes tens of billions of dollars annually. YMMV but this is quite common in serious production systems. Google's Spanner only runs in serializable.

It doesn't matter though. I could write the sequence out with a SELECT FOR UPDATE and the second request will block instead of retry. The client experience is the same; the "second" request blocks. @pdonis wanted an example so I picked one.


So idempotency is easy if your service does not do anything useful?


It's just the horrible misapplication of the term 'stateless' to a wrapper around something very-much stateful. It's here to stay.

(Though I do disagree with the original premise too. Putting on a 'stateless' boxing glove won't mean there's no difference between punching a guy once or twice)


> Putting on a 'stateless' boxing glove won't mean there's no difference between punching a guy once or twice

There are still side effects in the system, of course.

But what your database looks like afterwards is the important part.

Can you recover lost data, replay transactions, undo, etc etc?


Whether or not your service does something useful is up to you.

A database on it's own is enough for most business applications.

If you haven't seen this yet, you're just rent seeking.


Hungary is massively pro-EU as shown by polls (86% in 2025).


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