DEV Community

Cover image for LLMs are the End of Serverless

LLMs are the End of Serverless

Jonas Scholz on August 05, 2025

Remember when serverless was going to revolutionize everything? Well, LLMs just delivered the killing blow. Here's the thing: In an AI-assisted co...
Collapse
 
megaproaktiv profile image
Gernot Glawe • Edited

Nice satire,
Oh you mean it?
Replacing cynism with experience:

Collapse
 
spock123 profile image
Lars Rye Jeppesen

This must be a joke

Collapse
 
code42cate profile image
Jonas Scholz

What part?:D

Collapse
 
spock123 profile image
Lars Rye Jeppesen

Cloud platforms are much much more than just running Docker services.

Collapse
 
strredwolf profile image
STrRedWolf

I think the big take-away here is really "Run your 'serverless' service collections in Docker to simplify your life." Because what is an LLM in this context?

It's a glorified search agent. You're asking it to Google the answer for you.

The other thing here is to ask yourself "Do I really need to structure this in a 'serverless' way? Or is it cheaper to do it with more control and less limitations?"

Collapse
 
jluterek profile image
James Luterek

So many things wrong here:

  • There is a universal cloud event format - cloudevents.io/
  • Building applications are more than just APIs and Websites.
  • LLMs can write serverless functions extremely well.
  • Serverless is more than just Lambda at this point.

I understand that people tried to shove everything into AWS Lambda, which was a huge mistake, but that doesn't mean we should throw it all away. There are legitimate use-cases for serverless.

But I understand, this isn't a real article, it's your way to push sliplane, your own service based on docker. I'm sure once you add some serverless functionality you will start singing it's praises.

Given the quality of this piece, I wonder if it will help your company, or hurt it.

Dev.to is about more than getting a backlink or trying to make a buck. Be better!

Collapse
 
wimadev profile image
Lukas Mauser

I think serverless has its niche, but running things in Lambdas is not at all trivial

Collapse
 
leob profile image
leob • Edited

The way you formulated it might be a bit extreme (sure to provoke clicks and comments, lol) but that doesn't mean it's not true - I think it is ...

At some point I also jumped on the "serverless"/lambda bandwagon, but I stopped being a "believer" a while ago - for sure there are some good use cases, but it's no longer my "religion", and in most cases there are probably better ways, as you pointed out ...

It's as with many hypes and overhyped things - NoSQL, GraphQL, Blockchain, Serverless - all of those haven't been the revolution they were made out to be - useful in specific "niche" scenarios, but none of them truly going "mainstream" :)

Collapse
 
ddaversa profile image
Dario D'Aversa

If you’re hating on ANY tech because your reliance on LLMs to properly use them is making you upset, than the tech isn’t the problem — you’re just a bad developer! This is exactly what the industry is starting to catch up with and being careful with new hires.

Get opinionated due to LLM work is career suicide right now. For anyone reading this, do the opposite of what this person is saying.

Serverless is actually still very much alive and cost-saving if you actually know how & when to use it. This is the first time I saw a ridiculous rant like this one — but it makes sense considering the shameless plug.

Collapse
 
umang_suthar_9bad6f345a8a profile image
Umang Suthar

LLMs thrive on open standards and universal tooling, exactly why we built haveto.com to run AI workloads directly on-chain using containers, not proprietary setups.

No cold starts. No vendor lock-in. No YAML puzzles.

Just real AI compute, fully transparent, and deployable like any standard container.

If you’re tired of fighting your stack instead of shipping features, you'll feel right at home here.

Let’s build smarter, not more complex.

Collapse
 
igor_romanov_664299504e40 profile image
Igor Romanov

To make AWS lambda (or Supabase edge function, or Netlify edge function or whatever) you just need to know how to write a handler. To use Docker you need to be a Linux expert just like with bare metal servers. Lambdas are for small teams, Docker is for teams with dedicated devops guy onboard I guess.

Collapse
 
ryands17 profile image
Ryan Dsouza

There's no relation to the rise of LLM's to the end of serverless. LLMs can easily create terraform and/or CDK scripts that deploy straight to AWS or any cloud provider for that matter. Abstractions exist and LLMs will learn on those abstractions. Docker is an abstraction in itself and so are tools to deploy to the cloud

Collapse
 
drmikecrowe profile image
drmikecrowe

Yeah, I thought this was a serious article and I'm not surprised to find out that a container management company co-founder penned this. Very disingenuous

Collapse
 
parag_nandy_roy profile image
Parag Nandy Roy

Now that's a take ..

Collapse
 
j_parson profile image
Jim Parson

Couldn’t agree more. The learning curve and black-box nature of serverless has always been a developer trap. LLMs just exposed it for what it is.

Collapse
 
shayy profile image
Shayan

I mean LLMs have and will continue to change how we think of the entire software cycle, but I think serverless will continue to have its niche.

Collapse
 
code42cate profile image
Jonas Scholz

Oh yeah 100% agree, serverless will also have its niche. Just won't be the way to build apps for the majority

Collapse
 
jamesoreilly profile image
James O'Reilly

Of course the co-founder of a company that wants to sell you docker hosting is complaining about alternatives

Collapse
 
code42cate profile image
Jonas Scholz

Of course