For most cases you will still be comfortably in the JVM/golang performance window.

Rust is great language, fighting the borrow checker sucks, don’t do it if you don’t need to.

The “middleware layer” concern doesn’t hold up. This is just a better interface for exploring AWS resources, same as k9s is for Kubernetes. If you trust k9s (which clearly works, given how widely it’s used), the same logic applies here.

If you’re enforcing infrastructure changes through IaC, having a visual way to explore your AWS resources makes sense. The AWS console is clunky for this.

I hope the same fate does not await ChatGPT but in the mean time I expect it to be a pretty good experience at first.

They’re complaining about mediocre AI-generated Go code, when Go was explicitly designed to optimize for mediocrity at scale. Rob Pike literally said they designed it for programmers who “are not capable of understanding a brilliant language.” The language deliberately trades expressiveness for simplicity so that huge teams of junior engineers can’t shoot themselves in the foot.

LLMs are basically junior engineers with perfect syntax recall. Of course they generate Go well, verbose, explicit, no clever abstractions. That’s not a bug, it’s the entire design philosophy.

For most of my work, TypeScript/Node is plenty fast and I can work fullstack in one language. When I actually need performance, Rust gives me control without random GC pauses. And if I need a GC language with good ergonomics, Kotlin on the JVM is miles ahead.

Go made sense in 2010 when Google needed to get thousands of new grads productive quickly. But those tradeoffs, sacrificing language quality for organizational scale - are exactly why it’s perfect for AI generation. You can’t have it both ways: you can’t design a language for the lowest common denominator and then be surprised when AI hits exactly that bar.

LLMs are the only way for me to make go usable.

The idea of “nice”, “high-quality” golang is an oxymoron. The very nature of the language makes it impossible to write nice high quality code… it’s designed by big tech to get college grads to pump out reams of garbage as fast as possible. LLMs are about as smart as college grads, so It was literally designed for LLMs to generate!

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

The government also decides how many non-family members can register at an address, so in Amsterdam it is common for people to remain registered at there parents while subletting a room in an apartment.

You also get a DigiD which very convenient but also terrifying, especially when I walk around my neighborhood and see plaque’s in the ground for the victims of the holocaust who lived here.

My Dutch girlfriend does not believe me when I tell here that you don’t have to register where you live with the government in the anglophone world. It’s just so engrained in the society that anything else seems absurd.

Maybe the future is fine-tuned models on specific coding styles?

Also that study was from early 2025 before Claude 4 which to me was a big break through in productivity, I did not really find these tools too useful before using sonnet 4.