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61% Positive

Analyzed from 11391 words in the discussion.

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#native#app#react#apps#code#don#android#more#ios#platform

Discussion (324 Comments)Read Original on HackerNews

tonic_noteabout 1 hour ago
Models have gotten a lot better at generating native iOS apps. The main appeal of RN was being able to leverage your web devs for mobile dev. that's what I did at my last company. And it's fine for a startup, but eventually you want dedicated native engineers bc each platform really deserves its own technical masters who can optimize for it.

But now that all code is generated, there's little upside to having an RN app... just start native. Your devs are barely going to be writing code anyway.

spiderice16 minutes ago
Nobody is talking about the real advantage of RN: Being able to release to the App Store without having to go through a review. That's so massive. Getting a bug fix out to users instantly, sneaking in optimizations, etc..

Sure, you need a review to release native code changes, and you should probably get a review if you have big feature changes just for the sake of Apple not banning you. But in practice, it removes one of the biggest annoyances of developing for the App Store.

tcoff9110 minutes ago
Over the air updates is SO valuable with react-native. Being able to ship hotfixes instantly to our users has saved our asses multiple times.
sebmellen6 minutes ago
This is so true, and I'm surprised that Shopify didn't mention it or that they don't use OTA updates.
_fzslmabout 1 hour ago
This is true in a very real sense – models can help you build native apps very quickly, no question. But how do you keep them from drifting apart from one another as you add/change features or design? Right now, there isn't much tooling for this.

React Native's advantage of having a single source of truth for code hasn't quite gone away yet, imo.

wsor40359 minutes ago
I've only read about it from it showing up on hn[1][2], but you can use slick to convert your swiftui to jetpack compose for a andriod build from the ios source of truth

link to project: https://github.com/skiptools/skip

[1] https://news.ycombinator.com/item?id=41384144 [2] https://news.ycombinator.com/item?id=46706906

chasd0031 minutes ago
i think you would have your coding agent work on both code bases at the same time. You could also task with generating identical tests for each platform. It's easier for a model to keep up with that kind of tedium than a human. Plus you can just tell the model to keep re-doing things until you're happy and it won't quit.

Also, having agents trace and document every logic path to compare with another codebase works well in my experience. It can certainly do that better than me, i would give up and start taking shortcuts pretty early in a process like that.

tiborsaas31 minutes ago
You create a source of truth which defines all the features and requirements. This can be UI tests, MD files, database, diagrams, whatever that fits your use case.
replygirl23 minutes ago
the problem is that single-source advantage gradually falls away as you develop your software into something that feels good to use on each platform. and once you have a quality product you're left with perfunctory coupling that makes it harder to adopt the latest platform features
patcon39 minutes ago
Tests? Not being flippant, but that strikes me as the new surface to maintain to get what RN used to offer
Dfieslabout 1 hour ago
Android and iphone emulator MCP, model compares screens, flags is theres drift? Something like that I’d guess
professoretc44 minutes ago
But the screens should look different, right? That's the point of building separate iOS vs. Android versions is to make each version "native" to its platform. The feature-set should be the same, but the interfaces can diverge.
akdabout 1 hour ago
"GPT-8 Galaxia - figure out where our iOS and Android apps show different doohickeys and fix them"
otabdeveloper439 minutes ago
> You're completely right to call me out on this. Here's the real smoking gun: the iDoohickey isn't a real API interface on iPhone
robertlagrantabout 1 hour ago
You always still needed a specialist per-platform even if most of the code was RN or KMM[0]. But I agree - a thousand not-great mobile apps sprang from this idea.

[0] I always thought the best answer was something like KMM to do all the backend comms and local data model in a shared way, and then a bespoke UI building on what that shared code exposed.

dd8601fnabout 1 hour ago
> a thousand not-great mobile apps sprang from this idea.

Hi. That’s me… not-great mobile app maker. And yes, I’m grateful that RN exists.

Mostly what it does is make sure that an Android version of things exist at all.

Waterluvianabout 3 hours ago
If you put every company that needs/has an app on a spectrum, there is a line somewhere that roughly divides them into two groups: where Electron/React Native/etc. makes sense or not. It's just a normal engineering decision: solving problems given limited resources. Companies have different problems and different resources.

I think people in the tech community have probably also noticed that it's rather popular to have an absolute opinion on the goodness or badness of these tools. There's some magical thinking borne from ignorance that everyone just ought to go native or that React Native is the best thing ever to be used everywhere or that AI makes this line disappear entirely.

I think these takes serve little value and distract from what’s interesting, and what the subtitle to this article says: that this line is moving due to AI. And I think that’s probably right.

paxysabout 3 hours ago
And the “makes sense or not” part can change based on a bunch of factors.

It’s actually pretty common for a new company to start fully native (only iOS, few features, limited scope), then switch ro react native/electron (need to support more surfaces, features are being developed too quickly), then back to fully native (can afford individual dev teams for each platform).

nfw2about 1 hour ago
The main cost of two engineering teams shipping identical products in my opinion isn't the cost of those extra engineers, it is in the product and organizational challenges of keeping those two products that need to be identical in sync. I am very bullish on coding agents but would be wary of this turning into a mess.
nightpool4 minutes ago
This is a great point that I wish the Shopify article went into in more depth! Would love to hear if they considered this
embedding-shapeabout 2 hours ago
Yeah, massive parts of our community and ecosystem miss that something can be right today, and wrong tomorrow, and having to change along with your users and needs is OK. You'll never be able to anticipate what the business needs in the future, so stop pretending your software design can be done once and then just coast on that, because that's typically not how a software project should be run long-term or even medium-term.
bluGillabout 1 hour ago
The problem with tomorrow is sunk costs. There are many places I wish we had made a difference decision in the past - but we need to balance that with cost to make changes when what we have works okay.
collabsabout 2 hours ago
In my experience it comes from the business and people who think if we need to touch the same code twice in the same month it is somehow a moral failing of some kind.
kelnosabout 3 hours ago
> I think people in the tech community have probably also noticed that it's rather popular to have an absolute opinion on the goodness or badness of these tools.

I don't think that's necessarily true. Nuance is a thing.

These tools are bad, objectively! They give inferior user experiences, and waste resources (ever more important now with RAM prices what they are).

But that doesn't mean I can't understand or even agree with a company for using them. Building the same native application for more than one platform is expensive and time-consuming. Most of the time I'm happy to prefer an app built with a cross-platform framework vs. not having one at all.

(To be fair, though, if there's a webapp, 90% of the time I'll prefer that over an Electron app. But nothing meets a well-built native app.)

danisthabout 3 hours ago
I think you contradicted yourself. If a tool provides better value for the time spent for a company, I don’t understand how you can call it objectively bad.

You can say it’s objectively bad from a technical perspective, but clearly that’s only one part of the equation.

shiflettabout 2 hours ago
I think they were speaking as a user. These tools create inferior products. (Still not technically objective, but true nonetheless.)

That doesn't mean companies should necessarily avoid them. As a user, I always want the best possible user experience, but a company can't prioritize that above all else, and I know that.

1123581321about 2 hours ago
I'm not the OP, but my understanding (and I agree) is that it can seem like a better value when a subset of factors are considered (ones that IT can measure, biases in IT against Apple etc.) and it leads the company into making a choice that is worse for them overall.
ToucanLoucanabout 2 hours ago
It's objectively bad because of how hot my phone is.

It's subjectively bad because it's an embarrassment. Like you're seriously going to tell me something like Discord, worth 15 BILLION, cannot afford native apps? Spare me.

jwlakeabout 1 hour ago
A badly made native app is worse than a well built react-native app. There are plenty of anti-patterns that will ruin your native app.

In stories like this its much more likely that they just got sick of refactoring a big ugly code base so got buy in to throw it all away and starting over and the justification is native. Wait like 5 years and there will be a new react-native corss platform app because the native apps have too much cruft. Assuming we still have human in the loop then.

kentm4 minutes ago
> A badly made native app is worse than a well built react-native app. There are plenty of anti-patterns that will ruin your native app.

Sure, but thats not an interesting observation unless there is something about react-native that makes those apps consistently higher quality than native apps.

On the other hand, like-for-like C/C++/Rust performs better than javascript in terms of CPU and memory use, so the null hypothesis is that re-implementing would , in fact, improve things. There's little reason to think a priori that the end result would somehow be worse.

hylarideabout 2 hours ago
Nuance is always a thing. Native apps are faster and better most of the time. Electron and React Native wouldn't annoy me so much if they were used with small apps where it's not worth over-optimizing.

However, it's now the default for Multiplatform apps that are used constantly, including IDEs, chat apps, etc. They gobble up memory and cpu cycles and are constantly getting updates due to the shitshow that is the javascript dependancy ecosystem.

JeremyNTabout 2 hours ago
> These tools are bad, objectively! They give inferior user experiences, and waste resources (ever more important now with RAM prices what they are).

They can be "bad" in some dimensions (as you mentioned) while being "good" in others (dev productivity).

These frameworks didn't become popular for no reason. They have value. The parts that are "good" can easily outweigh the parts that are "objectively bad" when they enable a smaller team to get things out the door they would have had trouble shipping otherwise.

kevin_thibedeauabout 2 hours ago
A well built native app can still serve as a vector for harvesting personal data in ways you cannot control. A web app is inherently superior because of its security envelope.
jkubicekabout 2 hours ago
A React Native app would have all the same access to your personal data that a native app would
sfn42about 2 hours ago
I don't have any actual experience with React Native and Electron, but with that caveat out of the way I personally think tools get far too much blame that should be on developers.

For an example that I actually have experience with, React very frequently gets criticized for being slow, heavy etc. React is not slow. I can make (have made) fast and snappy websites in react. React can render at more than 60fps if necessary, and if the code isn't shit. The fact that someone else has made a slow buggy mess with React does not prove that react is bad, it simply proves that the developers are bad. At this point, someone will typically interject with something along the lines of "but react makes it hard to make fast websites" and to that I simply say no it doesn't. I've seen what makes react apps slow, and it's generally just bad code. The developers who make shitty react apps would make equally shitty apps with any tool because they're the problem not the tool. They don't know how to build good software and literally no tool can help them because it's simply a matter of understanding programming and the sad fact is most developers suck at programming.

I graduated university with about 200 others and out of those people who have the same degree as I do, very few were even decent at programming. I know that because I was the guy who helped them complete their assignments and I was a TA in several different classes, and I'm telling you the overwhelming majority of students sucked at programming even after 2-3 years of studying it.

After graduating I've worked on many different web apps and other stuff, and I've seen an overwhelming trend of trash code and bad developers. The people who actually care about writing good software and have the mental facilities to do so are few and far between. And that's why most software sucks. A good developer can write good software using pretty much any of the popular tools. The tools are just different ways to do the same stuff. Sure there's some overhead with react etc but it's really not that significant, the significant part is all the trash code people put on top of it.

kentm2 minutes ago
> React can render at more than 60fps if necessary, and if the code isn't shit.

Sorry, that doesn't really come across as a ringing endorsement. React apps are typically not doing anything complex so rendering at less than 60fps should only happen if you're doing very computationally intensive things or writing bottom-quartile quality code.

Shitty-kittyabout 1 hour ago
A shitty developer can create a far worst experience on react then on native.
bushbabaabout 2 hours ago
Most enterprises are comprised of a high proportion of shit developers. So you need to work with what you got
echelonabout 3 hours ago
None of this matters anymore.

We have LLMs.

It's easy to build native everything now without much resource expenditure.

Android will be Kotlin. iOS will be Swift. Desktop and server will be Rust. Web will be TypeScript / React for now, but maybe one day WASM.

LLMs are the target now.

raincoleabout 2 hours ago
Yet, neither ChatGPT desktop app nor Claude Code CLI is native. Mind you these are made by companies with practically infinite tokens.
gman83about 2 hours ago
I'm building an app that targets Android, iOS, Windows, Mac, Linux. There's no way I'm going to be maintaining 5 different codebases, even with LLMs.
alternatexabout 2 hours ago
Windows desktop native is WinUI 3 and Windows App SDK, for better or for worse. No amount of Rust and tokens will recreate everything you get out of the box with that stack. Native needs to feel native.
WindyTreeabout 2 hours ago
This is one of those “oh gosh” posts at first glance, then you actually think about it, and it’s 100% correct. Python, Node exist to save the precious commodity of developer time. Once that’s no longer precious, best value comes from purified custom Rust, no attack surface from huge libraries, optimized performance for the specific task on all possible hardware.
suriyaGabout 2 hours ago
not sure why you're getting downvoted. but if you're building even very popular applications, it is quite easy to see how LLMs are very well suited for this type of consistency job.

- they follow instructions quite well.

- are tireless at doing mechanical ports between languages and frameworks.

- Can understand a new ecosystem quite well.

Aurornisabout 2 hours ago
> I think people in the tech community have probably also noticed that it's rather popular to have an absolute opinion on the goodness or badness of these tools.

For a while it seemed that having deeply held, nuance-free opinions about technologies was a sign of being wise and experienced.

The slightly lighter version of this was having near-absolute convictions but leaving a tiny exception for extreme cases to try to demonstrate that you weren’t being unreasonable.

These would usually follow trends when something would spread like a meme. Recent examples include “Everyone should use SQLite for everything” and the ironically closely related “Just use PostgreSQL for everything”. The typical pseudo-nuance would be “unless you have FAANG scale” to imply that there is no nuance until your user base includes most of the developed world.

chasd0020 minutes ago
> For a while it seemed that having deeply held, nuance-free opinions about technologies was a sign of being wise and experienced

this was every DBA in the late 90's and early 2000s when talking about their pet RDBMS. To me, it was a signal to avoid that person unless absolutely necessary.

Waterluvianabout 2 hours ago
Strong opinions considered harmful
weakfishabout 1 hour ago
Strong opinions tightly held

I try as hard as I can to have strong opinions, loosely held

Aurornisabout 2 hours ago
Blind conviction without nuanced considered harmful.
wwalexanderabout 3 hours ago
Using cross-platform web technology is absolutely a nuanced engineering decision that is the right one for many businesses. What is categorically bad is bundling a standalone browser runtime for every single service, wasting user’s storage and memory when you could just have a website in a browser.

Is there any major browser now that doesn’t support saving websites as apps? Electron is simply a suboptimal and incorrect way of producing web apps.

user43928about 3 hours ago
That decision is easy: do users leave bad reviews for bundling a few hundred MB of Chromium?

Do they leave bad reviews if your app malfunctions due to the system webview behaving differently than the Chromium version you tested with?

Forget about saving websites as apps, no one does that. Not sure if it works on Desktop Safari, it certainly doesn't on iOS Safari. Not even persistent storage is offered for PWAs. Apple likes the billions in AppStore fees they rake in every quarter.

asdfman123about 1 hour ago
Much of Hacker News seems to be incapable of understanding the average user doesn't care about memory use at all, beyond a few extreme examples.

You don't need to argue with me about it: I'm not the average user. But they really do not care at all in most cases.

Shorelabout 2 hours ago
Bad reviews?

Haha. I completely replace the software with a non Electron alternative if available.

TheRealPomaxabout 3 hours ago
It's funny how folks can't even get that number right. Depending on how much you care to optimize, Electron adds 50 to 80 MB to your application. Those multi hundreds of megabyte apps? Yeah that's not because of electron, that's things like "we couldn't be bothered to actually think about the assets we bundled in". 100 uncompressed 16 bit PNG? Sure why not. 20MB worth of fonts because we don't like the built in ones and no we've never heard of subsetting? Let's go. 50MB worth of .json data files that we couldn't be bothered to gzip first? Who's going to notice!

Electron is way bigger than an app needs to be, of course, but those giant apps that you hate, 250MB just for a health tracker? That's not electron being the problem.

eek2121about 2 hours ago
Sure, cross-platform frameworks were great. I do think LLMs are changing the game, however. If you have a robust set of tests, it's much easier to maintain native versions of an app, compared to the past.
moritzwarhierabout 2 hours ago
Apart from the hassle that OSes put in the way of PWAs (intentionally, but that's another topic), a local Node app simply has a different kind of system access compared to a web app.

Most apps won't need these capabilities to function, but they are there, for all purposes good and bad:

- background activities with fewer restrictions

- less restricted file system and sensor access etc

- ...

sure, many app use this for nefarious things.

But real use cases don't need to be sophisticated rendering algorithms or what not.

I think good streaming apps also use these capabilities, for example, for performance.

Waterluvianabout 3 hours ago
Is everyone wrong, or is there more to it than you can see from where you stand?

I don't want to spend much time on this comment so I risk not making a sufficient point, but something I notice is that you're appraising the situation from a purely technical point of view. The technical component is just one piece of what makes a whole product. I think Apple is probably a good example: they regularly make decisions that bother the hell out of tech-centered minds.

stickfigureabout 3 hours ago
These takes are also a bit premature. Wait until the new apps have rolled out and users are happy.

Most likely this will work out fine, but big rewrites like this have a big enough chance of going off the rails that I wouldn't shout success from the rooftops just yet. I'm sure Digg engineering was proud of their rewrite too.

Waterluvianabout 3 hours ago
There’s risk to doing anything. There’s risk to doing nothing. A bit off topic but my perception is that organizations bias towards doing something more often than they should.
afavourabout 3 hours ago
Agreed. I felt the same way when a long time ago when Airbnb made a big deal of going back to native.

For companies the size of Shopify and Airbnb that makes sense. But that doesn’t mean a small ten person startup should do the same thing.

mannyvabout 1 hour ago
Absolute opinions are simple and travel better on media.

"The right tool for the job" is too complicated for a lot of people to understand. Tradeoffs? Tradeoffs require understanding.

"XYZ is the best, just use it" is much easier, especially if you don't know how to make decisions and don't really care. Then you defend your non-decision by parroting what you read.

I remember a product manager talking crap about Kafka years ago, and I started digging in as to why he didn't like it, and all of his reasons were marketing FUD from competitors. It was odd, his understanding of it was a Potemkin village.

All tools presumably solve a problem. If you understand that envelope you can figure out if it works for you and your envelope.

atonseabout 3 hours ago
We did the same thing - had 90% of it overnight. Then spent a few days in the background tweaking for polish.

Our app is smaller, and has about 15-20 screens. I started at about 12:30am by giving codex a goal and it inventoried every screen based on the react native code, then created android and iOS directories, used maestro (I had already set up this tooling for a previous personal app build a few weeks prior), and had the whole thing working in android and iOS in the morning. Took it about 6 hours while I slept.

The app is way smaller, launches instantly, and the android app is (supposedly) native looking. I say supposedly because I don't use android phones. But it's using Jetpack Compose and Kotlin.

And I don't know Swift or Kotlin. I honestly don't see the point of React Native anymore. I know Expo is doing very cool agentic stuff, but I'm just not sure why I'd need any of it when I can write a native app.

foursideabout 3 hours ago
How are you evaluating the Android build if you don’t use Android and you don’t know Kotlin?
collingreenabout 2 hours ago
Seriously! What a bonkers thing to claim. "I had codex use maestro so I assume it made Android work well and idiomatically".

It's a fine project to do but clearly they put zero value on being familiar with the project's codebase/stack and ecosystem, which makes me feel fear in my heart when I imagine the first "production is down" page coming in. I already hated mobile because it's so much harder to maintain than web (and I don't do any spyware or IAP so no benefits for me there); this yolo approach would give me constant dread.

It shows that at least some software development is moving away from code and to product management instead. I'm not passing judgement on that; I actually think that's great for a lot of software. It is interesting to see the shift happening though and will be fun to see if the general quality of software noticeably changes over the next few years.

snoman33 minutes ago
> this yolo approach would give me constant dread.

When you’re completely ignorant, there’s nothing to be afraid of.

atonse10 minutes ago
I answered elsewhere that I don’t personally use Android phones but we have people on our team that do. Which is why I don’t want to personally claim that it feels native.

But yes we are having real Android users test it.

So it’s quite the contrary. I care MORE what real users say. I can only guarantee that the app does things when I tap. So I’m not trusting the agent on UX, only on functionality. But whether it feels native, I am relying on those users in our team.

jatinsabout 2 hours ago
> It's a fine project to do but clearly they put zero value on being familiar with the project's codebase/stack and ecosystem,

As much as I dislike it, I think that's the future of _all_ non-critical software (think social media, crms, CI, food delivery etc). Leadership in many companies is explicitly asking employees to have multiple agents running through the day and that will lead to this.

Read this for example: https://www.uber.com/in/en/blog/efficient-software-factory/ . A very useful system, I am sure. But when you have AI at every layer from code to review to triaging, rest assured AI is the only know who knows your system. And you better hope it's not telling you that something is load bearing during an incident.

atonseabout 2 hours ago
I wrote every single line of the react native app we ported, and maintained it for 9 years. So suffice to say, I'm familiar with the code.

But I am going to always prioritize the user experience over a developer (like myself)'s need for satisfaction to see code. And a pure native app is _always_ going to behave better than react native.

This gives me a chance to do that.

dyauspitrabout 1 hour ago
First “production is down” page means you just tell codex production is down and to fix it.
user43928about 3 hours ago
You just install it on your phone and use the app.

Maintainability concerns are entirely overblown by people who don't use agentic AI to develop large mobile apps, but anyway give their opinion as if they had that experience.

I put in a few hundred hours, and I reached the same conclusion as Shopify. With reviews from other models and then a manual QA pass the result is fully usable.

elvis10ten36 minutes ago
I work as a professional app developer. And I find this take to be naive.

Most of the time when I review code from AI, there is always something to improve.

It’s either a maintenance issue. e.g., Opus recommended and implemented a fix for a database corruption crash. This was ~400 lines of code with many moving parts. I reviewed, and found out Android Room library already handles this recovery case, and all I needed was a 10 liner PR that catches this exception and ignores it.

The maintenance is not only the burden on the human and LLM. With too many moving parts, it becomes harder and harder to build and verify the correctness of future features. Yes you can write test for this and that, but it didn’t need to exist in the first place.

The second problem is correctness issues. Especially the edge cases. You cannot just manually test out a race condition on a phone! Sometimes it happens! Sometimes it doesn’t! If it leads to a visible signal like a crash, then yes, you can try to reproduce it. But there are a lot of these that are “silent” and would just lead to bad experiences.

We already had a software quality crisis! And I think such views only exacerbate the situation! Quality matters!

And this is not an anti-AI stance. I vibe code personal projects where I don’t even look at the code. But when I use AI as a professional engineer, I act like a professional. Because these products do have an impact on people’s lives.

nicceabout 2 hours ago
> You just install it on your phone and use the app.

Some people on the cybersecurity side are starting to cry....

masomabout 2 hours ago
> You just install it on your phone and use the app.

OP says they don't have an android phone...

littlecranky67about 2 hours ago
Same result here just using plain Opus 4.8+. I had a web ap with a PWA approach. Now I have an iOS app written in Swift/SwiftUI and an Android app in Kotlin in the appstores. I do not know how to code a single line of Swift or Kotlin. You just test the app and iterate with the AI over it until it is stable and does what it should.
asdfsa32about 2 hours ago
I am using Gemini as well as Opus on a somewhat small project in React Native and I can not imagine this thing being able to build the whole thing on its own without it being a dumbpster fire.

Can you share some details of how you work? What models? What harness?

croesabout 2 hours ago
> You just install it on your phone and use the app.

That‘s how you check functionality but that’s not how you get the bugs in the code.

dakolliabout 1 hour ago
Damn, we really gotta get rid of the vibe coders. Bad things are on the horizon if we keep encouraging these naive habits.
atonseabout 2 hours ago
We have people on the team that are android users. I just meant that I don't want to evaluate whether it feels "native" as I personally am not an Android user.
larodiabout 3 hours ago
React native is an obstacle compared to what clear Swift/Kotlin code may produce. Swift is very powerful and Kotlin, in all honesty, is the first reasonable and very useful thing to come to the JRE ecosystem (save for Scala, which is, well, quite complex still).

Myself turned some python code to Swift, and keep doing so, without trouble or pressure. Of course, I've been doing fair amount of systems programming for 20 years now, so not sure what to advice newcomers. But this approach to dev DOES work for me very well.

doc_ickabout 2 hours ago
Sounds like the advice to newcomers is to not worry about trying to learn a programming language. There already is an llm to program for you, and do it better than you could, so just learn how to talk.
greenowlabout 3 hours ago
And people say AI isn't taking SWE jobs...
wccrawfordabout 2 hours ago
While I mostly agree with you, this is the kind of thing that might not have been done if the AI couldn't do the heavy lifting.

They had previously chosen React Native because it was easier for programmers to keep it updated, since it was really just 1 codebase. With AI, those same programmers can do the more difficult version, keeping the native apps updated separately.

So did it kill a job, or did it make it possible for the existing programmers to do it better?

It's the kind of thing that is really hard to determine in general, but here, it really does sound like they only made the change because it became possible with existing resources. They would not have done it otherwise.

mattmabout 3 hours ago
This is a type of project that likely wouldn't have been done before AI
eleventenabout 3 hours ago
Of course it would. Supply and demand. Some companies would decide not to bother. Others would decide it was worthwhile. The limited pool of supply (app developers) would be distributed across demand.
dlisboa43 minutes ago
The optimistic outlook:

Just like this has made Web devs into Mobile devs, so could Mobile devs leverage AI to work in Web shops.

I'm not an optimist but there could be an increase of available apps being created which would still keep people employed. Theoretically the cost of creating an iOS app for a company without an engineering team dropped from several hundreds of thousand to a few thousand or hundreds, which could be paid out to a freelancer with AI. More people would go into freelancing for industries which were not contemplated before due to cost.

But I'm not an optimist.

augment_meabout 3 hours ago
This is an incredibly boring task. Nothing new, just rewrite everything to just see it all rewritten again in 1 year. Perfect for LLMs and something humans shouldn't do.
cheema33about 3 hours ago
> This is an incredibly boring task.

We all want super exciting jobs. But plenty have boring jobs like this. Between not having a job or having a boring job that pays well, the choice is obvious for many of us.

boringgabout 3 hours ago
While I agree with that statement -- that is also a lot of jobs. We have a lot of humans -- not every single developer sits in the innovation seat. The fewer the jobs available the less employable humans.

I think that rewrite - if AI enabled - owes its thanks to the legion of individuals who put their code up on the internet in the first place.

Weird times.

exe34about 3 hours ago
It ported overnight. I don't think it would create from scratch without a lot of hand holding.
greenowlabout 3 hours ago
Previous company I worked for would have (and did) hire dedicated swift/java mobile developers to build and maintain ios and android native versions (largely porting functionality from an existing web application)

Not anymore.

ricardobeatabout 2 hours ago
I assume having Kotlin and Jetpack Compose makes it much easier than it was back around 2020?
asdfsa32about 2 hours ago
Codex with what model?
alostpuppyabout 3 hours ago
This has been my conclusion as well. Agentic workflows drops the effort level in keeping two native code bases in sync.
spriteabout 3 hours ago
Same conclusion here. My current preferred setup is native for iOS and Android with common core in rust exposed through uniffi
asdfsa32about 2 hours ago
I was surprised by your comments and then you do Rust to be called via Java or Kotlin and Swift?

What does your app do?

jgalt212about 3 hours ago
And there's no proprietary IP in your company's app that you don't mind being sucked up into the training data?
drdexebtjlabout 2 hours ago
Are you saying you don’t trust ZDR claims from inference providers?

They don’t care about your code. There’s more and better data on the public web.

greenowlabout 2 hours ago
Isn't ZDR only the case if you "opt out" through a setting? Lots of opportunities to make a mistake here, or for the LLM provider to play games. You could be unaware of the setting. The provider could reset the setting upon subscription lapse/renewal, application update, model release, etc. A developer could accidentally use their personal subscription (w/ setting on) on a work codebase.

Also what's the timing on this setting's effectiveness? What if before you knew to "opt out" you used the agent for a refactor and your entire repo got sucked up in inference? But then you opt out the next day? Is it too late?

c16about 3 hours ago
As other have mentioned, the code isn't the valuable part. But also there are alternatives now to these LLM providers.
exe34about 3 hours ago
The value of most companies/apps are in the relationship with the customers, so it's the database, not the code.
stwrtabout 3 hours ago
Definitely agree. Most developers could build a basic Twitter or Facebook clone. The hard part is getting the users, content, and relationships that make the product worth coming back to.
masomabout 2 hours ago
> there's no proprietary IP in your company's app

For most app that concept is "gone".

People routinely decompile and recompose existing binaries, and if you use "obfuscation" in your app it's still a small bump.

In today's age, IP is no longer a tangible concept that gives any advantages in software. What differentiates two businesses isn't their IP, it's their relationships and their moat.

Most vendors that had protected proprietary IP are now irrelevant within their vertical. What saves them are the protection provided by patents, which is public.

kccqzyabout 1 hour ago
Frankly there’s more likely to be proprietary IP in the server side code than in mobile apps.
jgalt21238 minutes ago
True, but shops are exposing everything to Claude or Open AI. It's akin to outsourcing all manufacturing to subcontractors in China. That was cheaper, but extremely short-sighted. Now so many products have cheap Chinese knock-offs that are nearly the same as the originals because the subcontractors made both.
locallostabout 3 hours ago
Next up, designing an even higher level language which will be used by LLMs to compile to high level languages like kotlin or swift. Just store instructions for LLMs in repos.
fnthawar2about 4 hours ago
We don’t hold on to a decision just because it was successful at the time. When a core assumption changes, we’re willing to go back and ask whether it’s still the right call. LLMs changed one of the core assumptions behind our 2020 decision, so we reevaluated our mobile stack from first principles.

What we found led us back to native.

railkaabout 3 hours ago
Yes, AI have changed the game, and now you can build and maintain two separate projects in Swift & Kotlin instead of one on React
ceejayozabout 3 hours ago
I suspect we'll see a lot of large orgs doing this in the next year.
joshstrangeabout 3 hours ago
Perhaps. I can absolutely see that being more attractive especially with things like the Duo where, I assume, SwiftUI gives you a number of things "for free".

That said, the massive downsides to native are:

- App Store Review time, this used to be hours to 1-2 days, now it can take a week or more

- In the same vein, you can do updates without waiting on native when using web technologies to build your app. We can go from a bug in the field to a fix in <1hr easy. Try doing that with a native app

- Cross-platform, yes LLMs mean you can create a native iOS and Android app but you have to keep those in sync to say nothing of web (if you want to offer a web app as well)

- Like the point above: Web, if you want to support web, why not get the other platform for cheaper (shared logic)

joenadaabout 3 hours ago
Your assumptions are very outdated. App Store review times are typically < 24 hours and have been for the last couple of years. And KMP makes cross-platform a real thing now, rather than hacking a web view into a native shell, which was always the worst possible user experience.
Rohansiabout 3 hours ago
You get all of those, to some extent, if you use React Native. You still need to do reviews for significant changes due to app store rules but you can OTA update most changes without waiting on a review. Even web support is there.

There are cons to targetting web/PWA too. Push notifications work but Safari on iOS only allows them if the user adds your website to their home screen. It also doesn't support prompting the user to install the PWA so you have to instruct your users to tap the Share button, tap View more, and then tap Add to Home Screen. And as soon as they tap the Share button the menu opens on top of your instructions so they need to remember the steps to continue. It's hard to defend this behavior because the user will still need to allow notification permission when they open your PWA from their home screen. It's an unnecessary hurdle.

cosmic_cheeseabout 1 hour ago
> I can absolutely see that being more attractive especially with things like the Duo where, I assume, SwiftUI gives you a number of things "for free".

Apple may not trumpet it as loudly, but these freebies are handed out in UIKit too, for cases where declarative UI is cumbersome.

Generally I've found that while SwiftUI is great for little self-contained bits of UI like table/collection view cells and simplistic template-like apps, it tends to become a bear with complex apps, so it's nice to have both options.

schrodingerabout 3 hours ago
stephenhueyabout 3 hours ago
Definitely makes sense for a large org with massive resources (such as Shopify) to do this. But for everyone here pondering what to use for their startup or a smaller project, there are still important trade-offs. In the past few years I've launched multiple cross-platform Flutter apps and multiple native iOS and Android apps using Jumpstart iOS and Android (native templates from the GoRails guys which leverage web views from your Jumpstart Rails server). The latter gave me web, iOS and Android out of the box and was vastly less costly to build, even with AI. For entrepreneurs who like Ruby on Rails, Jumpstart is my favorite for launching rapidly, and since the mobile apps are easy-to-modify iOS and Android projects, it's designed so you can either add more custom Hotwire Native Bridge Components or just write Swift and Kotlin to replace functionality with native code. Eventually you could write away all of the Jumpstart webview stuff, but you'd only do that if you had more runway, like if you have plenty of time or you start making lots of money. I've worked for clients whose ideas failed--not because of my code, of course. :)

It's better to find out quickly if you can get traction rather than building something requiring more maintenance. For most bug fixes or enhancements, you make them in the Jumpstart Rails side and they should up instantly in the mobile apps without going through app review again! Most projects are not being built in companies the size of Shopify, so I caution anyone who wants to just get the project out there to use platforms that give them more leverage. And no, I'm still not a fan of low-code or no-code, because I know what it's like to have to maintain apps over many years.

Oh, and I still always warn clients to stay away from native mobile unless they absolutely need it, because even with AI, maintaining just a web app is still light years faster, and far more pleasant. I know from very, very, very recent experience that testing subscriptions is still annoyingly cumbersome in the flaky Apple and Google sandbox environments, and Stripe for web apps is night and day easier to test. Testing on mobile is better than it used to be, but sometimes when I'm waiting for builds onto a physical device or for confusing settings in App Store Connect or Google Play Console to take effect (or just fine where they've been moved to), I think about how a manager 20 years ago was telling me how slowly his development lifecycle was when he used to burn software onto ROM chips. So web is still the way to go, and native mobile only if you absolutely have to. And if you have tons of time or money, sure, start with plain native.

Edit: As a web developer for decades, I still find both Jumpstart iOS/Android and Flutter to be preferable to React Native.

SV_BubbleTime3 minutes ago
Still loving flutter over here!

The vastly undersold topic to all of these is how many developers do you have?

We have the option of using flutter, or not launching an app at all. The concept of going full native is a non-starter.

I basically could not care what Shopify is doing because they have hundreds or thousands of people.

dparkabout 3 hours ago
I’m surprised we aren’t seeing it more already. LLMs suddenly make it reasonable to maintain multiple native apps. I’d love to see this start to supplant Electron and its ilk on the desktop.
accumulatorabout 3 hours ago
Thanks for the write-up. I'm curious if there's a shared core between the iOS and Android apps (e.g. KMP or Rust), and if so, what that looks like.

Also, any plans to open source Helix?

fnikacevicabout 3 hours ago
Any education required for engineers to switch to native or the agents are handling the details on their own? Wondering if architecture or the new languages require ramp up.
mustafa01aliabout 2 hours ago
Definitely, we invested in ramping up teams on native before going all in.
dfabulichabout 3 hours ago
Did you switch to SwiftUI or UIKit?
alexashka38 minutes ago
They created a mess in 2020 and hopped on over to a job at FAANG and now a fresh batch of Waterloo graduates want to do the same - maintaining somebody else's turds is beneath a Waterloo graduate on his way to becoming a manager who never touches code ever again :)

So it goes.

simonhamp15 minutes ago
As the builder of a post-AI, cross-platform native app building framework like React Native, I 100% believe this to be a backwards move.

I've written up a load of thoughts about that here[1], but in summary for the Shopify case, they're basically going to be spending a ton more than they have to by switching back to multiple apps and I'd predict another swing back to better cross-platform tooling in the coming years.

[1]: https://nativephp.com/blog/why-not-write-it-twice

IshKebab2 minutes ago
> they're basically going to be spending a ton more than they have to by switching back to multiple apps

A ton more what? Money? AI costs are insignificant to a company like Spotify. Hell I've been using Astra fairly extensively at work and I've only racked up like $500 in the last month. Peanuts.

pkalerabout 3 hours ago
I'm sitting here at my desk overlooking Cordova Street. The street that Apache Cordova is named after. I've seen this debate for almost two decades now.

Teams jump on the latest cross-platform framework assuming that it will reduce headcount cost at the expense of having a lowest-common denominator app on each platform.

The latter is true but the former is false.

What ends up happening is that teams start as 20 iOS engineers & 20 Android engineers. They adopt something like React Native. Then you end up with a team of 20 product engineers and 20 tooling and framework engineers.

I've seen that countless times in the last two decades.

hn_submit3 minutes ago
I've dumped all cross-platform frameworks as well. I tried many of them but they just weren't good enough, even for simple stuff. There were always glitches and teething problems that marred the overall quality compared to the native version.

I'm currently maintaining versions for both iOS and Android.

woahabout 2 hours ago
> I'm sitting here at my desk overlooking Cordova Street. The street that Apache Cordova is named after. I've seen this debate for almost two decades now.

The debate has been taking place on the actual street?

FLeXMurphy36 minutes ago
We practically heckled and threw rotten tomatoes across it at each other.
nicceabout 1 hour ago
This is probably the end now. People don't debate anymore whether they should write only in assembly vs. in C. Sometimes new abstractions emerge and they replace something completely. This time the abstraction was LLM.
vsviridovabout 3 hours ago
Pretty sure I've seen you either at B-Sides or Polyglot... Small world...
pkalerabout 3 hours ago
I'll most likely be at Polyglot. I did a very small part to help organize one of the very early ones.
vsviridovabout 2 hours ago
I'm looking forward to the next one in October.
netshadeabout 2 hours ago
I agree w/ advising people to move off React Native, though I think the story that "LLM enabled an otherwise too-expensive migration to consider" is not correct.

I say this because I was part of a migration from a mid-size React Native app to a Swift/Kotlin native app redo. I did the majority of the technical work on it. The majority of the work occurred before January 2026 and without LLM code assistance, though later features in the app definitely used some.

For anyone considering this, I'd say that the migration is definitely worth considering without even taking LLM assistance into consideration. The continued React Native tax of unnecessarily difficult upgrades, impedance mismatch w/ underlying core frameworks, and incredibly uneven library quality just cause your business to really spend a lot of time shepherding the tech over the finish line. It's pretty wonderful to be back in the world of "build, compile, ship, be sure". One thing as a fundamental principle that I think the Shopify article 'gets' at, is the importance of the feedback cycle - investing time in our integration test story very early on both helped w/ my cycle times, and later in providing guardrails for LLM assistance.

All to say that this decision is worth considering without even taking LLM assistance into account.

jrochkind1about 1 hour ago
I'm not totally following the part about the simulator(s), probably because I haven't actually done mobile development before.

> When simulator interaction is needed, the CLI can connect to them via a remote mode and drive the UI via commands without having to inspect the layout or the accessibility tree. This enables blazing-fast performance and E2E tests.

I think I'm not following. Don't you still need to test the accessibility tree and layout in the actual layer the user will interact with?

raspo21 minutes ago
I have done some iOS development and still couldn't follow what the article was saying about the simulator. I'm actually quite interested in it, because (in my experience at least) verifying that the UI works as expected is quite painful with current LLMs and the developer tools available. They talk about building a CLI and keeping business logic isolated, ok fine, but do they still run the simulator and take screenshots to verify their work?!
trynotsober10 minutes ago
The shared specs and tests seem like a big part of making this work. I'd be interested in a follow-up after a few months of shipping new features on both platforms. Does keeping behaviour consistent still take much coordination, or have the agents reduced that work too?
vmg12about 1 hour ago
React native isn't a terrible idea, its fundamental issue is that Apple does not allow for JIT compilation on iOS. So that means your app's js logic will be an order of magnitude slower than what you would get in the browser.
asimovDevabout 3 hours ago
Dropping React and going back to raw JavaScript next?

I am still mourning pre-React GitHub. Maybe rose-tinted glasses, but it was so pleasant to use

vendiddyabout 3 hours ago
I would attribute that more to culture.

For example https://diffs.com/ is built in React and it's basically instant.

bob1029about 3 hours ago
I would attribute it to physics.

If the entire page is rendered on the server, the information required to do so is presumably reasonably approximate (same datacenter). If most of the page is rendered on the client, the information needs to be pulled in from arbitrary physical distances.

At some point the engineering really is this simple.

zelphirkalt21 minutes ago
Which is also, or at least has also been a culture thing, because of the

"Oh no, we can't possibly do the computation of all that on our backend! Yikes! Let that run on every single client instead! Let users spend their own compute over and over."

culture.

vmg12about 1 hour ago
You'd be wrong, diffs is vanilla js with a react wrapper.
mike_hearnabout 2 hours ago
Is it? I looked at the source but it doesn't appear to be react. It has a React API but also a "vanilla js" API and when I looked at the code it seems to be doing everything by hand:

https://github.com/pierrecomputer/pierre/blob/main/packages/...

... albeit using React inspired terminology like props and hydration.

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seanhlyabout 3 hours ago
Bragging about "using agents to code pre-GPT" is quite the corporate flex... weren't they notoriously bad back then? Might as well say, "We've been doing spreadsheets with quantum computing since 2016"
keeda29 minutes ago
I would not say they were bad, mostly just primitive compared to what we have today. I can only presume they are talking about GitHub Copilot which was released before ChatGPT. I believe at the time it was little more than “spicy autocomplete.” Yet it could be surprisingly capable, e.g. I recall this blog, also pre-ChatGPT: https://medium.com/data-science/github-copilot-crushes-data-...

That said I did happen to work with a team in ‘21 - ‘22 that got access to an older coding model from OpenAI, also called Codex, through a corporate partnership. We also tested it out in an autocomplete UX. Our experience was rather hit-or-miss and I was a bit skeptical of AI-based coding at the time. That blog post above and others like it were an eye-opener and made me wonder if we were just “holding it wrong.”

Then ChatGPT was released. It was nowhere as good as the models today but it could write reams and reams of correct code and I realized the world had changed forever.

mike_hearnabout 2 hours ago
I'm skeptical. Pre-ChatGPT the models didn't understand tool calls or file editing so you couldn't really do targeted edits. So I really am not sure what they mean by this.

I mean, it's not impossible - I wrote a "coding agent" with GPT-3. It sucked balls. The idea was you write a Markdown spec file and the tool then compiled it to an equivalent source code one shotting it every time, but it hardly worked at all. The file changed too much every time and instruction following wasn't good enough, so it'd keep changing the interface exported by the file, and there were lots of bugs etc.

Delganabout 1 hour ago
The GP misquoted the article. They actually wrote:

> Shopify has been using LLMs to build software since 2021

GitHub Copilot integrated into VS Code started becoming available that year. It’s definitely not a coding agent, but it was certainly LLM-assisted programming.

mike_hearn42 minutes ago
Ah, that makes more sense.
underdeserverabout 3 hours ago
And I'm just sitting here looking at the Codex desktop mac app wondering why a list, a chat window and textbox require a 579 MB download (compressed) and 4 GB of RAM.
Nathanael_Mabout 1 hour ago
An entire copy of libreoffice, for one.
pzoabout 3 hours ago
Wish they explained more. Even though I'm mostly native iOS its seems react native is better stack for AI and iteration (hot refresh etc) - the main reason pretty much all AI vibecoding app were implemented via expo/react native.

I also believed that finally this year react native got mature enough with improved tooling and performance to the point that it started to being 'boring' technology.

iBelieveabout 2 hours ago
It's interesting that they don't mention Kotlin Multiplatform or any sort of shared core logic between their iOS and Android apps. Seems like maybe the apps are fully independent codebases but with shared specifications and tests? They say that agents:

> Dramatically reduced the cost of maintaining parity between platforms through shared specifications, tests, and review checkpoints

I've used Kotlin Multiplatform on a mobile project built back before AI coding took off, and it was super nice to have shared core logic between the apps and there weren't really any downsides on the Android side, but on the iOS side it was definitely an extra layer that didn't feel fully native.

cosmic_cheeseabout 1 hour ago
Speaking personally, JVM toolchain bits like Gradle being involved is a turnoff and has kept me away from KMP. Last I checked support wasn't really there yet, but I'd much rather go the other direction and use Swift Package Manager and the associated toolchain on Android.
tcoff912 minutes ago
I work on an open source app that uses a shared swift core for the iOS and android apps and I think it's awesome. I think having all your business logic in swift is great.

At work, we use react native, and although the upgrades and stuff are painful, I'd never give up the ability to ship over the air updates.

ChiperSoftabout 3 hours ago
Before I even opened the article I knew the reason was because LLMs don't need abstractions. React Native was always about making app construction easier for people who don't want to learn ObjC or Swift. If you're not writing or even reviewing the code yourself, this is unneeded overhead.

For a while I've been wondering why people are even bothering with high level languages if you aren't even gonna read the code.

mcsniffabout 3 hours ago
I use Shopify app every day, multiple times a day to run my business and it has always been buggy and inconsistent for me on Android, and I don't expect this will make it any better, especially with more AI in the mix, but we shall see.

Who wants to bet there still won't be a dark mode?

muddi900about 1 hour ago
It is the "why use python" for mobile.

The native apps will definitely be better in terms of performance and UX. However, having 2 codebases means twice the tokens.

vmg1230 minutes ago
The problem isn't tokens but verification that the code works.
muddi90012 minutes ago
If you have enough of a budget, you can ask your agent to spawn two subagent to do independent audits of "your" work.
vmsp32 minutes ago
I came here to say this. I also prefer fully native apps but this is the elephant in the room. If most of your web code can be re-used on native, that's a ton of tokens you won't have to pay for.
riettaabout 3 hours ago
The promise of React Native was easing development burden from the web app to the native app. It makes sense if they are just using coding agents to cut out the framework and just go native.

That was my thought when I saw the headline and then reading the article confirms this is the inflection point per their own words. Very interesting.

lackoftacticsabout 3 hours ago
I believe this will be overall trend in industry. Dropping React Native and Flutter for native
aatd86about 3 hours ago
That would be a huge mistake if we expect many more hardware and OS running them efficiently than just iOS and Android. Best is to have an IR. Now maybe that IR can be turnt into native code. But we shouldn't be constrained. As an incoming framework author, SwiftUI is problematic for instance because it has a programming model which is dated. And I don't particularly enjoy the language either. Looked fine at first and then got more complex than I feel is needed.

oh yeah, disclaimer: I write UI frameworks and dabble in PLs.

organsnyderabout 3 hours ago
> That would be a huge mistake if we expect many more hardware and OS running them efficiently than just iOS and Android.

Is that something we should be engineering for right now?

aatd86about 2 hours ago
Just like any engineering and business decision, this is a tradeoff. I probably don't see things from the same vantage point. Can't help but notice a trend however. What if this accelerates, especially with AI being an enabler?
accumulatorabout 2 hours ago
I think it'll become a trend at larger, well-capitalized companies and startups, but not universally. The article mentions hundreds of engineers have worked on Shopify's RN apps, so they're well positioned to maintain two native codebases with agents and practically infinite token spend. Migration will be a harder sell for resource-constrained businesses.

It also depends on features. Many apps don't rely on platform features (widgets, watch apps) and are essentially webviews, and those will continue to do just fine on RN.

conmod278about 2 hours ago
Can React Native become a sort of Compiler which compiles to natives (Android/Apple) now that AI can help in that direction as well? I don't know much about mobile ecosystem though.
RetpolineDramaabout 3 hours ago
Yep. Flutter has been dead-end for a while. RN won't last through 2027.
SV_BubbleTime1 minute ago
LOL, flutter/dart are pretty awesome and we have yet to encounter something that needed improvement.

We have small shims for IOS or Android BLE. But otherwise the discussion of should you go native is really a discussion of how many employees do you have to throw with this?

negative10xerabout 3 hours ago
I remember their blog post claiming how much of a win it was to move over to react native and maintain high performance. They even listed their performance metrics. At that time I was a mobile developer for an e-commerce business and the metrics they were proud to share were unacceptable on our native apps. Here they are coming full circle
schrodingerabout 3 hours ago
Before and after LLMs.
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w10-1about 1 hour ago
Most of the costs of switching have yet to be borne: user issues with untested code, maintenance issues with code few understand, and the strategic dependency on coding LLM's, which will change in character after providers go public and need revenue to fit reasonable stock multiples. All only get worse with time unless they're addressed proactively.
koeligaabout 2 hours ago
https://shopify.engineering/shop-app-migration

follow up with some more technical details and benchmarks

dev_l1x_beabout 1 hour ago
Native is the new React?! I could never drink the React Native cool aid due to background in performance optimization. Agents gave us the way to go native with less effort. Compilation is a good feedback loop for the agentic workflow as well.
ergocoderabout 1 hour ago
A companies with thousands of engineers should simply go native.

Write once, deploy everywhere like React Native mainly benefits small teams and startups who are okay with building 90/10 solutions.

At the shopify's scale, they would want to go advance for every corner of the apps and use cases, and only native allows that.

SwellJoeabout 1 hour ago
Even a one-person team can now build/maintain native apps. It's literally a day of effort for an experienced dev working with the best current models to port an app to a new native platform. Maybe another day or two to walk through wiring up all the test harnesses needed to prove the app is working well without a human having to click everything. Until recently you still have to spend a bunch of time on making sure the UI looked and felt right, but models now have good enough vision capabilities to where even that can mostly be automated.

And, honestly, the cost of tracking React over time has always been higher than the cost of tracking native deployment options, which move more slowly and usually with more care than React, where breaking backward compatibility is just another Tuesday. I don't think the promise of React Native being an almost-free "native" app actually pans out in reality. I've never maintained a large React Native app, but from following some apps that are, it seems like it introduces a sizable amount of technical debt that you pay over time. So, in exchange for worse software you also get worse maintenance costs.

bilaterabout 1 hour ago
This is obvious in hindsight. I expect most companies that move fast and care about performance to abandon React Native. Code is cheap now, and the tradeoff of having a single codebase and only hiring React devs basically isn't there anymore.
ecshaferabout 3 hours ago
They don't say anything in the post. But hotwire native supports pushing ui elements to ios and android. I imagine that might be part of the reason. I haven't built anything substantial with hotwire native though so I am not sure on all of the edge cases.
parenthesesabout 1 hour ago
The underlying problem is that it's difficult to make a principled decision. So, it's ripe for SEO mining and such fuzzy takes happen.

The meta point of the article, I agree with though. The line is moving and AI makes having multiple platforms with code specific to them faster. Getting them right is still difficult.

tzoneabout 2 hours ago
With latest AI models, we will most likely see shift back to just fully Native apps even for smaller teams. This is type of stuff that AI models do really well, if you get a particular feature or even a bigger app change done in one platform, you can just tell Opus or Fable to replicate to the other platforms and in almost all cases it will just do it as well as most human teams would have done it.
m_sharmaabout 2 hours ago
As things get more complicated and you need to worry about performance, where every millisecond counts, it makes sense to go to native: React Native and Flutter. These kinds of technologies are really good in terms of building faster and building one app which can work across. Where that deep performance might not be of a bigger concern, or you need to go build components natively and then expose them through React Native. I think, with AI, now building even a native app is faster, so moving back to native can make sense if you have a team which can understand how things work.
manlymuppetabout 1 hour ago
This is probably one of the things that excites me most about AI.

Companies can now just afford to maintain a hundred different native apps, rather than settle for a write once, run anywhere approach.

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bearjawsabout 3 hours ago
We made the same change for our patient app last month, took 2 months to rewrite from react-native to two mobile apps, but we had the PoC in under a week.

Interestingly Apple approved it very quickly, which I was afraid of given such a huge rewrite.

synergy2044 minutes ago
wow, what about electron.js the bloated cross-desktop GUI, can LLM either totally modernize wxWidgets(to avoid Qt's license mess), or create some light-weight cross platform GUI widgets to make GUI easy on windows/macos/linux that is not resource heavy?
mike_ivanov1 minute ago
wxWidgets carries too much legacy. A GTK3 fork maybe? Or a functional clone of QML with some improvements.
uncle_kostyaabout 2 hours ago
An Android developer since 2010 here.

I've always been wary of React Native, because my impression is that it hides nuances of the underlying framework. You may be fine implementing 90% of your app but then need that last 10% and may get stuck.

But then I'm also wary of the recent trend by Google to create higher level frameworks on top of native Android APIs. It seems that these days for every Android API family, there is a Google framework that gives you a higher level API. I don't really understand it - is Google admitting that the quality of native Android APIs has eroded? Do they think developers are too inexperienced to deal with native Android APIs?

I'm also not sure I understand the how reasonably large companies consider two native apps to be too expensive. A startup may have a hard time funding both and may need to choose, but an established business should consider not only costs but also the better quality of user experience that native apps provide - that has to count for something.

nielsbotabout 2 hours ago
When companies can afford to build a native app but instead use a WOSE (write once suck everywhere) toolkit, it’s because they don’t care about the user experience.
polloRebozadoabout 2 hours ago
I have not coded any mobile apps, I understand the downsides of using react native/electron due to them being web apps but what about things like Kotlin multi platform or flutter? Aren't this frameworks supposed to allow your to have 1 codebase and the apps be truly native instead of web apps?
zelphirkalt24 minutes ago
I think any framework that aims to support desktop and mobile frome the same code per view/screen is doomed to either make one of those two awkward to use, or alternatively become itself very complex to use.

The most advanced in this area may well be websites and into those decades of work of thousands of engineers went (HTML, CSS and JS standards).

wilsonnb3about 1 hour ago
React Native apps are not webview based like Electron, they use native components. Arguably it is more native than flutter, which uses its own components designed to mirror native ones on Android and iOS.
thisismyopinionabout 1 hour ago
Would be nice if Spotify and Notion did the same.
tower-shield37 minutes ago
Finally some common sense. Time to put electron to rest.
larodiabout 3 hours ago
Truth is the Shopify app is simple enough to get right by a model. Lots of things hare simpler to get right in native code, so it is to be reiterated - a lot of interpreter code/libs is going down the drain, along with the devs that write it. These are not needed anymore.

And, in all honesty, the difficult part with many projects is the bootstrap, the scaffolding, not the continuous dev. Agentic dev. made this a piece of cake.

jnwatsonabout 1 hour ago
In the history books, this'll be the post indicating the end of writing code as a professional occupation.
aecorredorabout 3 hours ago
The most interesting part to me here was the whole helix thing + how they split business logic and UI just so AI agents could drive/test state via a CLI. I hope they do a deeper blog post on just that. I’m surprised they are making “decouple state from UI” sound like something groundbreaking when that’s kind of been the foundation for any sane/testable app for a LONG time.
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gargsabout 2 hours ago
What I want to know is if the agents are so good that they can convert React Native code to native with amazing efficiencies along the way, what's stopping them from improving React Native itself?
bakugoabout 2 hours ago
Translating code from one language/framework to another is easy for AI to do, as it does not involve solving any novel problems. Making improvements to existing complex codebases is much harder.
iamgopalabout 3 hours ago
when you are large enough to allocate sufficient resource, you should go native, if not, go flutter/react native etc. Its very simple decisions I guess.
robofanaticabout 2 hours ago
this motivates me to rewrite my Flutter app in Swift. I gave up on deploying the app to Android because of their 20 testers requirement at that time (not sure if its still true).
rramonabout 2 hours ago
Missing out on flawless App Intents integration could be business risk for Shopify once people get used to doing everything from a central chat interface, including shopping. I guess it's the real reason for the switch.
BringItBackabout 2 hours ago
Makes sense in the LLM age.

With cheap/fast code, it's easy to support multiple software stacks since most of the abstract engineering problems are already solved.

Code - especially straightforward low-level code - is so cheap and easy to write now that some people are building their own version control systems, game engines, and other low-level tooling.

Thus, some of the most demanding, human-centric work in software dev right now - where we now spend more time than coding - is in technical PM, UI/UX, devops, and overall architecture. The decision-making and design aspects of the job.

Exciting times.

nsheliaabout 2 hours ago
The rendering layer and APIs differ significantly between iOS and Android. Agents currently do not know how to test the UI, at least in my experience. I would be scared to do that migration right now.
AJRFabout 1 hour ago
Most large tech companies are just job programmes, i've seen so much effort, time, cost go into things that are truly unimportant.

React Native gives you (with asterisks) - one "source" for things to go wrong (as it sits on top of the native implementations of the UI + Native APIs). You are writing at that source level, and that filters down to the native builds. I am WELL aware to do certain things on each platform you need to get your hands dirty, but most apps are just serialising JSON from a database and displaying it.

AI writes very buggy, sloppy code.

They've decided - instead of containing that code to 1 surface, they would now have 2 surfaces they throw slop on top of.

I look forward to the 2027 version of this where they've gone back

mt_about 1 hour ago
The article failed to provide reasons on they why move back to native.
mt_about 1 hour ago
Other than LLMs can do it tokenmaxxing exercise.
shawabawa3about 2 hours ago
"native" shouldn't be capitalized in the title
running101about 3 hours ago
I suspected we would start seeing these types of blog posts. Code is becoming low level, where people do not care what language, it is written in anymore. The cost of moving from one to another is becoming low.
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yusufnbabout 2 hours ago
Web based mobile made sense pre AI. It is just simpler now to use different languages and have AI implement features across the board.
AtNightWeCode21 minutes ago
Why on earth is Shopify not just a web wrapped in an app like most apps? I mean, they implement most of that stuff for the desktop anyway.
CodingJeebus14 minutes ago
There's quite a bit of research out there showing that application performance has a material impact on checkout conversion rate, so a single platform optimization potentially improves checkout for millions(?) of storefronts.
1saadcodesabout 2 hours ago
What I find interesting is how AI has changed the cost of maintaining two native apps enough that a decision that made no sense a few years ago is worth revisiting now
weightedreplyabout 2 hours ago
Isn't it silly that this even needs to be a conversation? Shouldn't we be able to write in any language we want and have the bindings for it to work cross platform? And shouldn't AI aid in building those cross-platform tools?

Maybe React Native isn't the right choice - but two tech stacks for virtually identical interfaces is dumb. Three stacks if you include browsers.

jgwil236 minutes ago
I wish more companies would just focus on webapps. It's infuriating how many services try to push an app on you when it's completely unnecessary. The other day I went to a restaurant that had an app. Not a fast food chain, a nice full-service place. No, I'm not going to download an app to order dinner.
randysalamiabout 3 hours ago
“We debated between gradually migrating to native (brownfield) versus rebuilding them from scratch (greenfield)… However, this time greenfield emerged as a clear winner for the following reasons”

“To solve this problem, we built a system called Helix that takes a more gradual approach. It doesn't expect the first output to be correct, and builds a loop where an imperfect attempt simply cannot move forward until it becomes a good result.”

If this is driven by proper engineering then hats off! Supposedly a simpler app has already been migrated and they are working on migrating the main app using this approach. I don’t even know how I can be a cynic here… because the technology is good enough and so are the engineers I don’t know how management or executives could ruin it.

“…product quality people expect today. This isn’t just the same apps rewritten in different languages. We’re rebuilding them so both humans and agents can understand, test, and change them quickly.”

If this was written using AI and human-edited, you missed a spot.

projektfuabout 3 hours ago
There's also "Helix rebuilding a screen in the Shopify mobile app using Swift and Kotlin" which sounds like a caption but there is no video or image.
codechicago277about 3 hours ago
Getting 11% AI on Pangram, which isn’t bad tbh.
aurareturnabout 3 hours ago
How long until LLMs just write machine code?
MattDamonSpaceabout 2 hours ago
Direct 1s and 0s
crossroadsguyabout 2 hours ago
Few of the biggest reasons for "migration" to the likes of React Native, and web-views et cetera, were "lack of talent", and not getting that talent fast, and for cheap, et cetera, while of course terming that as innovation, embracing the future, and "that's where the game is at" et cetera. Now with the LLMs that is mostly sorted. So if anything I'd be able to see the eradication of the Electron infestation in my lifetime. But then I see the very tools these LLMs are accessed with i.e harnesses (and of course mostly made by the LLM houses) are made of Electron or similar things (sometimes a Frankenstein like mix). And even today Claude Code shows up as `2.x.yyy` for process name ffs! So if anything, this is getting worse.

Then they say:

> We decided to switch from native to React Native in 2020 for three reasons:

> Stop building the same features twice

> Allow developers to work across the stack

> Spend less time chasing feature parity and more time shipping value

Totally!

Is there some kind of shame in just saying:

- we didn't want to hire more people

- we didn't want to pay those salaries

- we fired a lot of engineers with move to react native/hybrid in mind

- we could reuse the frontend devs (aka "full stack" folks) with or without some extra whippings ensuring they grok the bare minimum they'd need to build for mobile and test in on mobile.

quotemstrabout 3 hours ago
The wheel of fashion turns once more.
jmknollabout 3 hours ago
I don't think its purely fashion here. React Native always incurred a bit of a performance & UX penalty, but many people decided that this tradeoff was worth it for the increase in product development velocity.

LLMs change the tradeoff and organizations would be remiss to not reconsider previous decisions.

nacozarinaabout 3 hours ago
got me spinning like a record baby
hermitwriterabout 3 hours ago
srsly
starlineventureabout 3 hours ago
Native. Metal. Remove the abatraction layers
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timedudeabout 2 hours ago
This is what happens when you have too much cash on hand. You start wasting it and doing dumb things. Like rewriting entire apps in two different languages.
faangguyindiaabout 3 hours ago
React Native is slow.

Hermes VM doesn't even have JIT.

If the majority of your app is native code and only a few places are stitched together via JS code that runs in the Hermes VM, then React Native is suitable for you.

Look at V8 vs. Hermes performance.

We use Flutter; we rarely need to write native code. We have three apps: Symbiote workout app, CalorieCodex, an AI calorie tracker app, and MacroCodex with 17,000+ users, all of them completely free

hermitwriterabout 1 hour ago
Your data is out of date. React Native performs within spitting distance of raw native now because in the last 2 years... it basically became native - it's now false dichotomy
flakiness18 minutes ago
mind sharing a link or two on the native code generation bit? I'm far behind from the scene but still curious.
giebischabout 3 hours ago
Their reasoning makes sense. I'd love to read a follow-up and their thoughts in half a year.
StrLghtabout 3 hours ago
If you expect a story about how this migration to native went from technical PoV, they've already shared this: https://shopify.engineering/shop-app-migration

It sounds pretty solid, so I wouldn't expect anything to change in just 6 months.

kraig911about 3 hours ago
A side effect of perceived LLM Generated code is now easier to just make it write native I guess.
Hamuko44 minutes ago
I'm certain that small startup Shopify could not afford to build native applications before AI became a thing. Thank god Sam Altman stole all the information in the world so that small family companies like this can finally have software too.
basepurposeabout 3 hours ago
if native became easier to tackle with coding agents, react native would have been even more easier to scale. this decision doesn't sit well with me.
madduciabout 1 hour ago
The article itself comes from AI ? It says twice why they switched from Native to React Native in two distinct paragraphs at the beginning. The rest sounds also AI slop jargon.
evilfredabout 3 hours ago
using React Native you end up having to drop into native code to do anything interesting or optimized, so it feels kind of pointless to not just use the platforms directly
bluecheese452about 3 hours ago
Most apps don’t do anything interesting.
psadriabout 3 hours ago
Thanks to coding agents, there is no reason not to
tonymetabout 2 hours ago
Let’s see their app size (and heap)
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WhereIsTheTruthabout 2 hours ago
If you build with electron in the age of LLMs, you should change career
gadflyinyoureyeabout 2 hours ago
Out of curiosity why not look at Flutter? I know you don't get native look-and-feel, but most apps are branded who cares?
m3kw9about 1 hour ago
They are admitting React was a shtty choice for a mobile app if they have a choice.
MaoSYJabout 3 hours ago
Who could have guessed it!
xystabout 1 hour ago
Can’t wait for the blog post mentioning move back to react native or other cross platform framework.
ex-aws-dudeabout 3 hours ago
I don’t understand why building an app twice is a big deal in the first place if that’s a core part of your business

Like wouldn’t you want to invest in platform specific expertise long term?

It’s not like this is a small company or it’s just a dinky side project off of the main business

yieldcrvabout 3 hours ago
Perfect, yeah the obvious answer and comment is in the subtitle right at the top. Good way to write an article

> Coding agents changed what it costs to build mobile apps twice. Here’s why Shopify is moving from React Native back to Swift and Kotlin.

jeffrallenabout 2 hours ago
Too late. My kids called the app Stop-ify because it was so unreliable. Switched to Apple music and won't go back. On Android!
krttherealestabout 2 hours ago
this AI stuff is goin crazy
BatchJobabout 3 hours ago
im not a fan of react native per se , but this reasoning does not add up.

they are going to "delete an app" because they got some LLM to slop out 2 apps?

The architect who wrote that is batshit and will be unemployed after this blows up in his face.

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railkaabout 3 hours ago
IMHO, now is a great time to use native Swift/Kotlin code alongside shared Rust code via UniFFI
masselabout 3 hours ago
We've been doing this for a while and it works great. Logic and network stuff goes in Rust, UI goes in Swift/Kotlin.
rvzabout 3 hours ago
So you want to review and maintain code in 3 separate languages?

Sounds like a complete waste of tokens with the worst case of just quickly building more technical debt, three times.

masselabout 3 hours ago
It's a lot nicer than having the same logic in 2 languages and trying to keep them in sync – whether doing it by hand or with an LLM.

One of the big rules is don't repeat yourself – much of the logic only needs to be written once (except UI)

mike_hearnabout 2 hours ago
Rust is uncompetitive for the use case of sharing logic between mobile apps. Kotlin has Swift interop and KMP is a mature tech by this point.
doc_ickabout 2 hours ago
Well you don’t repeat yourself if the llm repeats it for you at the cost of millions of tokens.
rvzabout 2 hours ago
In that case, Kotlin makes even more sense especially with Kotlin Native, and Rust is unnecessary.

Kotlin is already multi-platform and can be re-used as the business logic in iOS apps with Swift as the UI and the Android app with a Kotlin UI (Jetpack Compose) or both iOS and Android apps can be written entirely in Kotlin.

That vastly reduces the maintenance and Kotlin is reused across all apps and keeps it at 2 languages at most.

No need to introduce Rust to achieve the same goal.

philipwhiukabout 3 hours ago
> It doesn't expect the first output to be correct, and builds a loop where an imperfect attempt simply cannot move forward until it becomes a good result.

So... local maxima?

philipwhiukabout 3 hours ago
I guess expect no new features on mobile until their token budget gets through all the screens?
sergiotapiaabout 3 hours ago
Major loss for react native community at large with Skia and Flashlist dying. :(
gagabityabout 2 hours ago
Legend List is the new hotness in RN.
976157424477about 3 hours ago
… from React “Native”
romanovcodeabout 2 hours ago
It's not surprising. Code is cheap nowadays because of AI. I reckon more companies will follow suit.
theycallmeritikabout 2 hours ago
Good one
gazarsgoabout 3 hours ago
Cool story but what's the token spend?
hermitwriterabout 3 hours ago
I've been around long enough to see this argument come and go under a lot of different names. This time it's AI. Maybe AI really does change the economics. But this post doesn't demonstrate it.

Talk to me in a year.

The side-by-side comparisons? Whoopty do. It's different code. Of course agents can produce two implementations that look the same today. That's not the hard part.

The hard part is keeping them the same.

Feature parity isn't an implementation cost. It's a divergence cost. It accrues over years across experiments, analytics, accessibility, edge cases, bug fixes, platform behavior, and a thousand little decisions which current agents aren't great at tracking.

Agents can write code fast but they aren't a panacea.

The load-bearing sentence in the whole post is this:

"Shared specifications, tests, and review checkpoints dramatically reduced the cost of maintaining parity."

Okay. For how long? By how much? Got any numbers to share? How will these hold up under contact with customer?

You haven't maintained parity yet. You've built prototypes. You're making a claim about a cost that compounds over time based on what it costs at t=0.

The other thing missing is the counterfactual. They keep comparing this rewrite to what a rewrite would have cost before coding agents. But what if you point those same agents at the existing RN codebase?

If agents make software development cheaper, they make RN development cheaper too. And now you're modifying one implementation instead of generating, testing, reviewing, and reconciling two.

The tooling section makes this even stranger. They find that agents are bad at driving simulators, so they pull business logic out of the UI, make it runnable headlessly, and expose a CLI.

That's a good idea! Do that!

But that's an architecture change, not an argument for native. You can make an RN codebase agent-friendly without rewriting five apps.

Then you get to "Preventing slop," which is probably the most important section in the post. Just pointing an LLM at the codebase doesn't work. They had to build Helix, with ordered checkpoints, test proofs, visual diffing, adversarial reviewers, and human gates.

So what they've actually demonstrated is that Shopify has enough engineering resources and agent infrastructure to make maintaining two codebases look economically plausible.

Maybe it is! For Shopify.

That's a much narrower claim than "AI changes the economics of cross-platform development."

And where are the numbers?

For a post about reevaluating costs from first principles, there's remarkably little cost data. Engineer hours? Review time? Defect rates? Parity failures? Agent spend? Ongoing maintenance? Anything?

They even say RN performance isn't the problem. "React Native apps can be fast. Ours are."

So there's no product crisis here. No performance crisis. There's an internal cost argument, with no numbers, being used to justify rewriting five apps used by millions of merchants.

And in isolation I'd probably just shrug and say: Shopify made a bet. Let's see how it goes.

But it's harder to view it entirely in isolation when they brought Tailwind on yesterday too.

Shopify used to be one of the great stewards of the broader ecosystem. What worries me about the recent direction isn't any single technology choice. It's the appearance that, following the recent tech leadership changes, we're starting to see decisions driven more by the preferences of the people now making them than by demonstrated technical merit.

Maybe that's an unfair read. I hope it is. But posts like this don't help, because if you're going to make a sweeping technical argument for a major change, show the evidence.

The part I actually find convincing is much less exciting: Shopify is tired of paying the upstream tax. They've spent years working on RN performance, improving the framework, dealing with dependencies and upgrades, etc.

Fair enough. That's a real cost. Being an RN framework developer or dependent is -- or has been -- awful -- it's like trying to fly a kite in a hurricane. The web team has been super disciplined and also ridiculously slow. The RN team changes apis in .. questionable ways with regards to compatibility

But it's not new, and it has very little to do with LLMs.

And let's not get me started on taking this kind of dependency for your business on companies who still don't have any idea how much to charge for their tools and are all operating (on a per token basis) at a loss. They're swapping some framework dependency for dependency on coding models whose capability, pricing, and terms they don't control.

None of this means they're making the wrong decision. Maybe they're right. Maybe in three years this looks obvious.

But that's exactly the point.

Come back in a year and show me parity bugs, engineering hours per feature, experiment drift, accessibility regressions, review burden, model spend, and how much human work it takes to keep the implementations aligned.

Right now they've shown that AI makes rewrites cheaper.

Whoopty do.

doc_ickabout 2 hours ago
100%
rvzabout 3 hours ago
Agreed, the whole of the Javascript / TypeScript ecosystem has caused a slop hellscape of workarounds, half-backed fixes and have exposed short-comings in the ecosystem.

Perhaps these languages do not work well as they are not designed to run efficiently on mobile devices. Now that we have libraries such as SwiftUI and Jetpack Compose, React Native no longer makes sense to use.

Now we should also move away from Electron to better alternatives such as Kotlin Multi-Platform or fully native libraries on each platform; because of LLMs.

hermitwriterabout 1 hour ago
So disagree. The benefits you get from leveraging a framework as as important today as they have ever been -- strong frameworks, fewer tokens, faster progress.
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roshanabdullah1about 3 hours ago
the reason what I believe is that, AI can understand react very well. so It can be beneficial for Shopify
hermitwriterabout 1 hour ago
100%