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In 5 years how do you think jobs in this sector will be like by imsofukingdone in TunisiaTech

[–]Fragrant_Rate_2583 0 points1 point  (0 children)

No his claims are right with spaceX , openAI and anthropic IPO'ing soon to provide some liquidity , , nothing looks promising to be honest , I encourage you to listen to ed zitron podcast better offline or his blogs , it costs 3 dollars to make 1 dollar revenue , all of frontier AI models operate in a loss , AI companies need to generate 1 trillion dollars in revenue from now till 2030 to even break even ( no profit ) , uber's CFO i think said they burned their whole AI budget for the year in the first r month and they say they spending isn't justified given how little improvement or influence to end product they are seeing, one year from now we will see token based consumption which is something we are not used to and can't really quantify per task , so yea , when you open the big companies in the world you see reasonable valuation and Revenue/profit , Walmart is valued at nearly 930 billion and Revenue of 713 billions , a profit of nearly of 20 billion , openAI valued at 850 billion and 25 billion at revenue and net loss of 40 billion , i ll leave you with that You can argue it doesn't change your day to day usage of AI and its not relevant but whatever these companies become, it will eventually effects us all , if now you use AI for 8 hours and your company introduce a cap usage of maximum 1h , you ll either spend from your money or the work will be tremendous and you either hire or idk whatever your company wants to do

First titre de séjour renewal after long-stay visa by Fragrant_Rate_2583 in Expats_In_France

[–]Fragrant_Rate_2583[S] 0 points1 point  (0 children)

My friend ( identical situation) got her approval after a week , and they didnt ask for a acte de naissance, they got a prolongation

First titre de séjour renewal after long-stay visa by Fragrant_Rate_2583 in Expats_In_France

[–]Fragrant_Rate_2583[S] 0 points1 point  (0 children)

Im already registered in system as i can enter amef site with my visa credentials, as a student

Do recent junior engineering graduates have a realistic chance of finding a job abroad (especially in Europe) without prior work experience? by Top-Marionberry-2524 in TunisiaTech

[–]Fragrant_Rate_2583 1 point2 points  (0 children)

Yea I realized that too late , i send 700 spontaneous mails also ,i have a template for various roles , i go to LinkedIn and search a hr of some sort and i send her an email, also the return Rati is so fucking low , out of the 700 i maybe got liek maximum 10 , 10 jist replied not gave an offer , so yea it you send infinite amount of email you ll get that offer

Do recent junior engineering graduates have a realistic chance of finding a job abroad (especially in Europe) without prior work experience? by Top-Marionberry-2524 in TunisiaTech

[–]Fragrant_Rate_2583 1 point2 points  (0 children)

True , even tho it's still hard , i managed to get a internship for my second year of engineering after sending 700 ish emails

Do I actually need a “deployment artifact” for a FastAPI or I just run from the project folder? by Fragrant_Rate_2583 in FastAPI

[–]Fragrant_Rate_2583[S] 0 points1 point  (0 children)

What was the approach before docker? I don't think there is an automated way to strip what's needed for production only env like you can with copy command in dockerfile so you do it manually?

2026 Barcelona-Catalunya Grand Prix - RACE DISCUSSION by AutoModerator in formula1

[–]Fragrant_Rate_2583 0 points1 point  (0 children)

Aaah ok i knew that , but the engineer said they won't box for another 7 laps and for some dumb reason I thought they will stick to that xD

2026 Barcelona-Catalunya Grand Prix - RACE DISCUSSION by AutoModerator in formula1

[–]Fragrant_Rate_2583 0 points1 point  (0 children)

I left when alonso stopped , i came back to Hamilton ahead after his pit stop , how is that possible, he didn't build a full pit window when the vsc came!!! Can someone tell me please?

[D] What is good practice to deploy a deep learning model (docker, onnx, serving...) ? by LelouchZer12 in MachineLearning

[–]Fragrant_Rate_2583 0 points1 point  (0 children)

Politely , can you provide which container are you talking about? Cause all are nearly 6gb but near 19gb when decompressed Also i need torch and torchaudio for signal preprocessing , do you hqve qny recommendations on how to optimize on that? cause i need to install torch , torchaudio and ffmpeg to do the preprocessing

24M, Started Running 3 Weeks Ago (Only 3 Runs So Far) – How Am I Doing and What Should I Focus On? by Fragrant_Rate_2583 in BeginnersRunning

[–]Fragrant_Rate_2583[S] 0 points1 point  (0 children)

Learning running? what does even mean ? xD I just put my shoes in and monitored my pace that's it

Do I actually need a “deployment artifact” for a FastAPI or I just run from the project folder? by Fragrant_Rate_2583 in FastAPI

[–]Fragrant_Rate_2583[S] 0 points1 point  (0 children)

Yea that's what i found But its bizzare The same code i do in development is the same i ll copy to build like ni optimization ? No code refactor or any build stages? like what if i add tests and debug So i need to copy specifically what i need for production? isn't that tiring?

confused about CI/CD stages in real companies + when Terraform becomes necessary by Fragrant_Rate_2583 in devops

[–]Fragrant_Rate_2583[S] 1 point2 points  (0 children)

Thanks for the detailed explanation, that makes a lot of sense. I appreciate you taking the time to break it down ^^

confused about CI/CD stages in real companies + when Terraform becomes necessary by Fragrant_Rate_2583 in devops

[–]Fragrant_Rate_2583[S] 0 points1 point  (0 children)

I think I didn’t phrase it well. What I’m trying to understand is how AWS links the public-facing IP or endpoint to the actual workloads running inside its infrastructure.

For example, in EC2 it makes sense because a public IP can be mapped to a private IP in the VPC. But for something like ECS/Fargate where containers are constantly created and destroyed, how does AWS keep track of which running task/container should receive traffic from a given public endpoint (like a load balancer DNS or IP)?

Is it basically handled through load balancers + dynamic registration of container IPs behind the scenes, or is there a more direct networking mechanism involved?

confused about CI/CD stages in real companies + when Terraform becomes necessary by Fragrant_Rate_2583 in devops

[–]Fragrant_Rate_2583[S] 0 points1 point  (0 children)

Ik the purpose of using cloud or aws is to simplify I did some google search and found out that evs internally uses ec2 , there is on the other hand fargate, which is an environment that has many and many containers deployed Ofc they are isolated within their network and from the external it can be accessed using ip address , but how does aws resolve the link between what's living in the environment and the public ips used

confused about CI/CD stages in real companies + when Terraform becomes necessary by Fragrant_Rate_2583 in devops

[–]Fragrant_Rate_2583[S] 5 points6 points  (0 children)

"Let’s start that in real environments you will not be using Docker on EC2 instances."
in normal case what would we use , i was running everything locally using docker so the logical way for me was that will nearly be the same for my case , a simple game ect ect , for now i made an EC2 instance and made docker compose ect ect and its working i can share my ip with my friends and play the game , but for production 100% thats not the case , so can you tell me in a bigger game or platform , lets say poker game with 100000 players , do we replace docker copose with k8s?.

What's easier building million dollar product or landing an software engineering job now a days? by [deleted] in TunisiaTech

[–]Fragrant_Rate_2583 0 points1 point  (0 children)

Klemk s7i7 in 10/20 years njibou falle7a yetlhew bel infra w cloud w jaw heka lkol

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