Speaking primarily as a Go developer, what I see is companies cutting costs, and Java is battle-tested and there’s a tonne of talent out there who know the language. If Java in your area already pays more, I’d say you’ve already got your answer.

Besides which, if Go truly does eat the Java world in the next couple of years (it won’t), the language is still young enough for you to pick it up fairly quickly. Especially with the help of AI.

Shades of this imo:

I worked with Perl for years, and I don’t recommend it for a beginner. There are just too many idiosyncrasies that belong specifically to the language that you’d be better off with Python for learning the basics.

I’m also not really sold on that book, which from the code samples looks really old. I’d recommend two books: Modern Perl and Perl Best Practices.

Edit: I’d also recommend working in Go but potentially the way i/o intersects with interfaces makes it a bit more challenging.

All sounds pretty sensible. I do think it might feel annoying waiting minutes to download a model for the sake of generating a line of alt text the first time, though. It would probably be quicker to write the alt text.

Nationalise the lot of them. They had their chance.

A lot of it has reinforced my understanding around distributed databases and transactions. In my day-to-day, I’ve not really had need to use this knowledge as pretty much all our data stores are hosted in cloud platforms and we’re operating on low datasets and traffic.

I’ve been reading Designing Data-Intensive Applications and it really is a great book, specifically for backend engineers.

As a bit of low-hanging fruit, you may be able to reduce the length of the diffs in an MR by marking generated files with -diff in a .gitattributes file. This is at least supported by GitLab (not sure about others): https://git-scm.com/docs/gitattributes#_marking_files_as_binary

To be honest, it doesn’t seem that bad. With clean architecture, you are going to end up with extra types and mappers. I would argue that what you have isn’t coupled, because a change in one place doesn’t have unexpected side effects elsewhere.

I haven’t used Goa or Gorm. Writing SQL by hand gets old quick so I get why you’d use Gorm - just less code to write in the end. I’ve used sqlc as it’s more a library than a framework, and it’s fine, but it can’t fulfill every use case. Goa looks too opinionated for me, on the face of it.

I’ve used wire. It takes some understanding but it’s definitely a lot to understand just to add a dependency. At work we’ve got our own template for doing dependency injection and although I was skeptical at first it strikes a really good balance between being understandable and abstracting away DI. If this is your pain point, I’d consider going back to basics and get rid of the framework.

If you decide to go with a framework like Laravel, Rails or Next.js and build everything around the framework, you will deliver quickly at first, but you won’t have type safety and it particular point it will stop scaling because these frameworks have no consideration for clean architecture. You won’t necessarily be better off.

It’s a great base for general desktop use as well as server. Been using it on my PC for years now, and aside from a few 3rd party repositories it has everything I need. It just works and continues to work.