4/30/2026 at 5:26:07 AM
These days I just use a few languages:1. Go, when I first saw code I wrote almost a decade ago still compiles and runs in Go, I decided to use Go for everything. There were some initial troubles when I started using it a decade ago, but now it's painless.
2. Haskell, I use it for DSL and state machines.
3. Bash for all deployment scripts and everything.
4. TypeScript, well for the frontend.
Lately, I’ve been using Go and SQLite for nearly everything.
I don't think I’ve any motivation to look at any other language.
I gave up on Java, Python, Ruby, Rust, C++, and C# long ago.
Fun fact:
Same thing for cloud, I just don't use managed cloud services anymore. I only use VMs or dedicated servers. I've found when you want to run a service for decades+, you’ve got to run your own service if you want it not to cost a lot in the long run.
I manage a few MongoDB, PostgreSQL clusters. Most of the apps like email lists marketer (for marketing, sending thousands of email each day) are simple Go app + SQLite using less than 512MB RAM.
Same for SaaS billing, the solution is entirely written in Go and uses Postgres. (I didn’t feel safe here using SQLite for this for a multi-tenant setup.)
Our chat/ticketing system is SQLite + Go. Deployment is easy, just upload Go cross-compiled binary + systemd service file, alloy picks up log and drops it graphana which has all alerts there.
I don't need to worry about "speed" for anything I do in Go, unlike Ruby/Python.
When something has to be correct I define it model it in Haskell as its rich type system helps you write correct code. Though setup is not painless as Go, decent performance.
I write good documentation, deployment instructions right into mono repo. For a small team this is more than enough imho.
No Docker, no Kubernetes, just using simple scripts + graphana + prometheus + Loki and for alloy/nodeexporter. Life couldn't be any simpler than this.
by faangguyindia
4/30/2026 at 7:43:19 AM
I am in a similar place.Especially regarding Bash.
Used to be in a few companies where most developers just couldn’t/wouldn’t write in more than one language and it was always a pain to maintain different runtimes, languages, packages and internal dependencies of things that could have been a 20-line bash script, and had to be maintained and updated from time to time.
I understand people have their own limitations and reasons, but having to constantly deal with “wrong tool for the job” for the thousandth time gets frustrating.
Especially in cases where four different languages were used across the company because different people had different preferences. Worst case was Python/Ruby/C#/Javascript.
I get that Bash is not perfect, but I enjoy the simplicity and directness, and dislike the multitude of problems caused by not using it have shown to me it’s a better tradeoff.
by whstl
4/30/2026 at 10:47:03 AM
Funny, I have also converged on shell scripts for simple scripting or configuration, but I use /bin/sh for portability. Many of the machines I use do not even have bash installed.by raddan
4/30/2026 at 1:44:06 PM
When i talk about my "bash" scripts, i mean sh. I assume this is the same forgp (tbh, i tend to use AWK over bash in 80% of cases, but i call it from bash anyway, and still call it bash scripting :/)by orwin
4/30/2026 at 2:52:30 PM
> tbh, i tend to use AWK over bash in 80% of cases, but i call it from bash anyway, and still call it bash scripting :/This makes me sad and sounds very naive. AWK is a fantastic language on its own and should be called out when used as such.
by MisterTea
5/1/2026 at 10:34:09 AM
I'll make you sadder: Even when I call my own AWK modules I put hours in, I still call that a bash script.by orwin
4/30/2026 at 2:04:07 PM
Yep I'm the same. I just call it bash. I think old habits die hard.by whstl
4/30/2026 at 10:34:26 AM
I also LOVE Go, but recently rewrote a small tool to Lisette [1]. Its was the most fun i had in a long time while programming.I can Highly recommend it, specially because you have Haskell experience (you get all the usual suspects, like ADTs, exhaustive pattern matching etc) in Lisette code. It has a fast compiler too, and produces human readable Go code. It also comes with great tooling out of the box (formatter/lsp etc).
by phplovesong
4/30/2026 at 6:09:46 AM
I'm in the same boat, I started using go only a year ago, but don't want to really use anything else now for apps or data processing. I wrote an app that loaded a lot of data for reporting into duckdb. I've been doing so much java and JavaScript that I feel like it was just much simpler to deal with overall.Shell for the scripts. I haven't tried to work through much DSL as I really am not a fan of DSLs. Maybe I'll give haskell a shot again to see if it sticks.
by Sleaker
4/30/2026 at 8:40:49 AM
The funny thing is how ubiquitous TypeScript/JavaScript is. There is no escape. I also only use four languages: C#, F# (for DSL), Powershell (for deployment) and... TypeScript.Despite we have different tastes in language and are in completely different ecosystems, TypeScript is still the lingua franca lol.
by raincole
4/30/2026 at 10:04:38 AM
Whether there is any escape from JS/TS is a matter of what you are building and who is around you. If you are building SPAs all day, then sure, you will probably have to deal with the JS/TS ecosystem. If you are just building websites, then basically any traditional web framework would do. Only that then it depends on whether you have to work with people, who don't know web basics or people who want to use JS web frameworks even when there is no need, in majority, so that you get no choice, but to work as a team.In theory most websites could be done statically with rendered HTML and CSS and maybe a little bit JS, but not mandatory, and having noscript fallback flows. MPAs are fine for most things and having noscript fallback flows can also be done kind of systematically, and in many cases isn't that difficult. Just that these days not many people bother or care.
by zelphirkalt
4/30/2026 at 8:38:26 AM
IME Ruby is really good for working alone on tiny projects without an IDE (trying to get more than syntax highlighting causes problems). Sometimes I write single-file scripts or even just use interactive Ruby.by dominicrose
4/30/2026 at 2:24:50 PM
Ruby remains a joy for small things. I also tend to use it in place of Bash when I can.by case_ratchet
4/30/2026 at 11:24:53 AM
Well, Java would compile and work for 3 decades straight. If anything, go did have an actual breaking language change (for loop variable capture)by gf000
4/30/2026 at 11:52:22 AM
Note that Java makes breaking changes all the time, which is why it publishes a compatibility guide with each major release. These are usually judged to be minor breakages, but if you have a codebase on the order of millions of lines, there's a very good chance that at least one thing will break and require a little bit of work to upgrade. And Java's not unique here, every stable language makes changes all the time that have the potential to break some user in some edge case.by kibwen
4/30/2026 at 12:35:14 PM
Not that I need to tell you of all people, but I do find that Rust's editions system is one of the better ways to minimise this issue.by pdpi
4/30/2026 at 1:23:01 PM
Indeed, editions are brilliant for making relatively large changes in a way that fully preserves backwards compatibility for codebases in the wild, but the existence of editions doesn't mean that Rust is exempt from sometimes desiring to make minor breaking changes in new versions for all editions. For that, it has the mechanism of future incompatibility lints, to give people ample advance warning: https://doc.rust-lang.org/rustc/lints/index.html#future-inco...by kibwen
4/30/2026 at 2:32:12 PM
Sure, though most of the time it's library-only, not language change (with the only exception I have in mind is new keywords, but those are pretty rare with java).All in all, Java is pretty unique in the level of backwards compatibility it provides, I don't think any other language is comparable to this level. Especially that it is both source and binary compatibility.
by gf000
4/30/2026 at 2:50:29 PM
> Sure, though most of the time it's library-only, not language changeWhile this distinction is often useful, here we have to think about it from the perspective of users: you press the button to upgrade your toolchain, and code that formerly worked stops working. If a language supported upgrading your compiler/interpreter separately from your standard library then that would be different, but generally a standard library version is considered tightly coupled to a language version.
by kibwen
4/30/2026 at 10:58:06 PM
This has never been my experience. Have you ever tried to run a minecraft server or something similar? Minor version differences in the JVM result in unpredictable crashes.by solid_fuel
5/1/2026 at 6:29:53 AM
I assume some of the extensions/plugins use internals for maximal performance or whatever?But the platform itself is extremely backwards compatible, you can find some old jar file created for a university course that still runs without an issue. Of course if you have a bunch of libraries that may so stuff like touch internal details, you lose some of that compatibility (sun.misc.unsafe package can access some internal details, memory). Recently even this latter has been locked down more and more, so maybe that's one reason for your experience (e.g. previously one could set a private field to public and access it, now you can only do that if you explicitly give a flag)
And given that Minecraft was (is?) proprietary, reverse engineered code base where plugins were hacked into, I guess this brittleness makes sense.
by gf000
4/30/2026 at 11:56:12 AM
> 1. Go, when I first saw code I wrote almost a decade ago still compiles and runs in Go, I decided to use Go for everything. There were some initial troubles when I started using it a decade ago, but now it's painless.And fewer dependencies, and fewer vulnerabilities (if any at all, depending on your few dependencies).
Go is "only" a pain when you want to use your own copy of packages (because `replace` directives are always ignored everywhere except on the "root" package), and whenever you want to work with private Git repositories outside of the forges that have hardcoded config in the Go code (like GitHub) (because Go assumes there's an HTTPS server, and the only way to force it to use only SSH is with ugly workarounds AFAIK).
But despite this I still prefer it for personal projects because I can come back after not touching it for years, and the most I need to do is maybe update `golang.org/x/net` or something like that.
by quectophoton
5/1/2026 at 9:12:36 AM
That sounds really nice. I have a couple of Haskell servers running on VMs, but the build requirements really slow down the process. I have to use dockers to help cache dependencies and avoid recompiling things that have not changed, but it is still slow and puts out large binaries.The idea of having a language with most the batteries for a web server built-in is nice. I've never considered Golang, but it is compelling. I'll have to check it out. Though Rust keeps catching my eyes.
by mchaver
5/1/2026 at 10:57:47 AM
> I have to use dockers to help cache dependencies and avoid recompiling things that have not changed, but it is still slow and puts out large binaries.This is actually the biggest pain point I am running into as well, which significantly slows down the speed of deployment.
by faangguyindia
4/30/2026 at 6:00:43 AM
Why did you give up on Java and Rust?by 5d41402abc4b
4/30/2026 at 6:13:34 AM
Java is a resource hog when you use patterns and libraries popular in Java land. When you are working in the Java ecosystem, you just assume that this much resource is needed by the app! But when you'll code the same thing in Go using the same methods, you'll find resource usage is really very low.We’ve a 1: 1 copy of the app; on JVM, it's using 2GB RAM using Spring Boot, and on Go, it runs on 512MB RAM and is blazingly fast.
ofc, it's possible to tune java app but why bother? when we get same low resource usage and better performance in Go from get go while still writing naive and dumb code?
Deployment is super simple in Go, upload a single cross compiled binary it's done. Very simple and easy.
Rust needs a lot more effort to write correct code than Go in my experience. We get the same performance out of Go, with much less effort. At some point, it's just cheaper to start one extra instance than perform some low-level optimisation; modern hardware is fast enough that Rust-level optimisation is rarely needed for what we do.
by faangguyindia
4/30/2026 at 7:09:34 AM
I cant really agree on Rust. It does take a bit more time to write the same code in rust vs go. But in my experience the code is much more likely to be incorrect in go than it is in rust. Which over longer periods means rust is easier to maintain.by rowanG077
4/30/2026 at 7:39:52 AM
This article convinced me to switch from Go to Rust: https://discord.com/blog/why-discord-is-switching-from-go-to...by y0ned4
4/30/2026 at 8:24:13 AM
The issues with Go in that article only surfaced at Discord scale.by rienbdj
4/30/2026 at 9:07:21 AM
On the other hand, most pieces of software in this world are kind of mediocre code written by unmotivated employees within tight timelines.In such context, I think Go might be a better or at least, more realistic, compromise in most cases.
by kakwa_
4/30/2026 at 11:32:00 AM
If you have unmotivated employees then using Go will only exacerbate the shortcomings it has. Cutting corners is much easier in Go than it is in Rust. But in general it's true, if you want a piece of code released a bit faster but spend more in developer hours maintaining it later than Go is the better fit. And there are definitely use cases for that.by rowanG077
4/30/2026 at 12:37:32 PM
You can write exploratory code in Rust fairly quickly, it's just obvious when you've done so due to the heavy boilerplate involved. Keep in mind that the earliest versions of Rust were actually very Golang-like, the language iteratively evolved towards what it is today.by zozbot234
4/30/2026 at 11:26:45 AM
You are comparing a (the most?) featureful web framework to a vanilla http server.. of course one will be significantly more resource heavy.by gf000
4/30/2026 at 8:15:21 AM
I'm not sure the effort part makes sense now that we have LLMs? LLMs basically liberate language choice, which has made Rust incredibly attractive to me since I basically get good performance out of the box, while any possibly annoying pedantic obsession with correctness can be easily handed over to the LLM.If I use a JVM language, running my test suite takes 10 to 30 seconds. With Rust it spends 3 seconds compiling and half a second to run 250 tests.
The irritating parts of Rust are more related with bloated libraries like serde that insist on generating code which massively slows down compilation for not much benefit.
by imtringued
4/30/2026 at 11:28:17 AM
> If I use a JVM language, running my test suite takes 10Sounds like a bad build tool.
by gf000
4/30/2026 at 9:23:31 AM
> using SpringBootwell there's your answer, isn't it?
by tpoacher
4/30/2026 at 9:35:32 PM
This is both a fair response and isn’t! The OP was talking about typical Java stuff you’ll encounter, which is overwhelmingly spring boot. But I also agree that you can do much better than that for resource usage if you’re willing to avoid the common defaults the community has embraced.by blandflakes
5/2/2026 at 7:47:56 AM
I agree, but it's still frustrating. There are a lot of red flags / contradictions in the post above which are typical of such debates. E.g.> Java is a resource hog when you use patterns and libraries popular in Java land
Which java land. The java 8.0 land which is all about design pattern hell? Or modern java in 2026 which is largely about terseness and functional programming? From the tone, they're referring to the former.
> Deployment is super simple in Go, upload a single cross compiled binary it's done
To me this just sounds like OP is unaware of simple things like jlink or jpackage, and their idea of deploying a java application probably involves launching an IDE.
> But when you'll code the same thing in Go using the same method
Same method would mean using "Springboot for Go". Or, conversely, doing a clean implementation in pure java or with equivalent lightweight libraries. If all you want to do is basic calculations, you don't compare using a computer to a calculator and then complain the computer is heavy and slow to boot.
I agree and appreciate that there's a lot of legacy bloated java libraries out there which are "popular" and possibly for the wrong reasons, and that this is a problem. But, that aside, they're comparing building a bespoke lightweight tool from scratch in a language they enjoy, to using a bloated framework they can't be bothered to fine-tune on a language they associate with pre-2000 patterns. Just say you're more familiar with Go than modern Java and enjoy it more and leave it at that. Java has made great leaps into becoming a very beautiful language recently, and biased rants like this aren't helping.
by tpoacher
4/30/2026 at 6:38:14 AM
Im with you on Go and SQLite, dropped Postgres for many of my projects, I might add: HTMX instead of a TS frontend, very few apps need a TS/React/... frontend. Doubling development effort with minimal gain (except games etc.)Dabbled with Rust some years ago, I think it is an excellent choice for sudo-rs and such but for GUI and web apps I (perhaps too stupid) end up with arcmutex soup.
by KingOfCoders
5/1/2026 at 7:45:51 AM
The sentiment on that page speaks to my soul. But I wonder how relevant it still is, just a few years later, in the age of AI tools?Certainly replacing a microservices morass with a single bare metal server running a single static go binary makes good fiscally responsible sense for a startup/MVP. But how does a CTO make the case that "we don't need React" when the developer can just get Claude to smack the React app around with a trout until it does what you want?
Basecamp may have done it but I get the feeling that's a major outlier.
by i_think_so
5/4/2026 at 9:51:42 AM
I do think more relevant than before, Claude has less trouble running a modulith with HTMX than keeping everything in sync. I still run into context window problems on company code bases. When the 1M windows is 50% full Claude degenerates for me visibly. When this is no longer an issue, I would agree that we no longer need to care.by KingOfCoders
4/30/2026 at 9:36:51 AM
Would love to use go for SaaS but things like OmniAuth (RoR) make me stay with Ruby. I actually never used ruby before, but I think its a swell language to do SaaS in.by ramon156
4/30/2026 at 6:25:54 AM
I went the same way but with only using Lisp dialects like Elisp and Clojure and Nix. Although I would ditch Nix too if another Lisp could supplant it too.by arikrahman
4/30/2026 at 6:31:49 AM
Obvious follow-up that's begging to be asked -- if you like nix and want a lisp, have you tried guix/guile?by ssivark
5/3/2026 at 3:46:09 AM
I see good use cases for both projects, but I found the Nix ecosystem to be friendlier with non-free software and a thrill to work with on MacOS.The robust and immutable functional paradigm, especially with Determinate Flakes, overlaps enough with mindset of the language that brought me to Lisp in the first place (Clojure).
by arikrahman
4/30/2026 at 8:48:30 AM
I'm curious about your Clojure setup. Same as GO, I think Clojure has very strong backwards compatibility.If trying to avoid the cloud, like OP, which hosting option is suitable for Clojure, what do you use? I believe Clojure (JVM) has higher RAM requirements?
And GO has pocketbase.io which looks quite interesting. Do know whether something similar exists for Clojure, or maybe it's straightforward enough to compose your own by using various Clojure libs?
by uxcolumbo
4/30/2026 at 9:47:18 AM
Elisp and Common Lisp for me, although I still use bash in the terminal.by tmtvl
5/3/2026 at 3:58:31 AM
I use nushell for the terminal, but it's too nu for LLMs expecting a normal shell. I use blesh to rice my bash shell and it's even better than my Nu experience sometimes.I think going back to the fundamentals and revisiting what works is a luxury developers have in the post AI era. Lisp is decades olds, but Paul Graham called it the Maxwell Equations of PLs for a very good reason. Uncle Bob holds it in high regard as well, and the future of the industry could be very fruitful applying their wisdom.
by arikrahman
4/30/2026 at 7:55:16 AM
Yeah after writing some Haskell semi production apps (ported an old service at a previous company to Haskell and tried to productionize it enough for our staging environments) that's the conclusion I came to for using Haskell.Curious if you've tried to use agents to read / write Haskell and how the experience has been?
by Karrot_Kream
4/30/2026 at 12:09:20 PM
Good for you? I’m glad you have languages that fit your needs.In the realtime/high assurance systems world, where garbage collection can be a huge source of non-determinism and overhead; we don’t have great options.
Zig is really the only language (idk about Odin?) trying to take the same approach that C did in giving you absolute control over a minimally abstracted CPU model. Us folks who need/want maximum control/performance should be allowed to have nice things too.
by davemp
4/30/2026 at 8:34:48 AM
Which Sqlite library are you using? With or without cgo?by robaato