Soon it will connect to Ads and it will runs for it as well.
Honestly since Opus 5.5, Opus is my interface for 95% off my work. I don’t open emails anymore i let it summarize draft and handle most of the work and I only talk to Claude and not read/write the emails myself.
I also barely go in analytics dashboards anymore, Most I do is creating artifacts to explain if text is not enough for me to understand.
I’m going to bed. I have analytics running for every cancellation on my software to see what goes on. I have a/b tests running that are getting interpreted automatically. My bugs are getting fixed automatically.
I can monitor my competitors and copy every feature a/b test resolution they’ve done instantly for (3$ of my budget)
I’m an early adaptor of the latest models. The labs will have better tools already, but it really feels like a breaking point. What’s normal for me today is normal for more tomorrow and the friction has never been lower...
Interesting..
AI is this strange double-threat for folks in software development: attacking both the demand and supply at the same time.
Me, I don't think they are super eager to be a hosting platform even though this is a very logical extension for them. I think they're hoping this is a catalyst to make login with OpenAI as ubiquitous as login with Google.
Current AI is NOT going to replace web devs or coders because it cannot tabula rasa make human sense. I suspect the reverse with a Jevons thingy happening
I'm increasingly finding my job is just making sure they don't go off the rails, and if they do it's a small effort of getting them back on track
On the other hand, death of a livelihood in a social structure that doesn’t care about you.
We’ve always had pump-and-dump trash. The terrible stuff loses and the good stuff wins. I don’t see why that would change.
The companies that ditch the management structures of yore and successfully build better software faster with the new tools will come out on top. I don’t think these companies will replace ALL saas subscriptions with in-house solutions, because one huge benefit of paying someone else to hold that bag is liability and regulatory overhead.
Domains, auth, and databases are probably the stickiest software products of all time. I suspect it’s a combo of security concerns and the risk of eroding goodwill among developers (their most important customer base rn) if they move up the stack too quickly. Once you know that the goal is to become cloud vendors, train on/compete with their own customers, and own the entire software stack e2e it’s hard to really feel grateful that they’re dragging it out but planning on doing it anyway.
For those of us working in infra/SaaS outside these companies it’s pretty clear that the only viable path that doesn’t involve getting cannibalized is training your own agents/models. The new coding agent-infra-data business model is a path towards full commoditization and undifferentiated prompting in 3-4 vertically integrated walled gardens. If you ever start making real money on pure software infra they’ll just be able to eat you alive by implementing something similar, training on their own tools rather than yours, and integrating it into their stack (which all of your customers are on already).
Also, you should only ever use $20-200/mo subscriptions on work you want them to train against or you don’t mind automate yourself out of. Think a little bit about what you’re teaching them to do when you use their products, especially if they’re the primary interface you’re working in. People are going to start caring about this a lot when the AI companies feel safe enough to begin the “extinguish” phase of AI coding. Train your own models!
I do not see enough people discussing this and trying to position their businesses in a way to avoid destruction at the hands of the labs.
There’s a good chance that the next step after open weight models is something that makes it easier to post-train existing models on new workloads without running an entire pipeline just for yourself. Somebody has to actually build it though.
Vibe coding full circle
And it will be good enough for 90% of use cases.
I think it’ll just raise the automation bar that much higher. In other words, it will be good enough for 90% of yesterday’s use-cases. But tomorrow’s? I’m bearish.
I imagine the amount of onerous bureaucracy when interacting with any entity is going to explode if they expect you to do it in an automated fashion, for both private companies and the government. Especially as roles are cut because they can be “automated”. Except only 80% of the workload can be reliably automated, the other 20% requires a long tail of effort.
Software engineering on one end is going to be more like finance or medicine where the cost of poor performance is actually higher than the risk that they wont be worth what you pay them (ie there isn’t any amount of pay where it’s worth it to hire them). Then on the other it’ll be like knowing how to use PowerPoint. All the new tech categories have too many bottlenecks and challenges beyond just producing code to consolidate like that.
Are you going to trust a vendor who has been running for years with your business critical operations or brad_69's awesome saas skills and agents? Do you think these businesses are going to shift their whole product to be in Altman's walled garden when they don't need to?
When they have full DevOps, with multiple environments for testing, compliance with security best practices, can do database updates and data migrations, move the app smoothly between different platforms, streamline costs, and scale to at least hundreds of thousands (if not millions) of users without crashing and burning... then go ahead and worry. We aren't anywhere near that.
On the other hand, if you are purely a coder, and cannot run a project that does all of the above... maybe start your worrying earlier.
A team I was managing spent a whole year converting government forms into a web app. It took a while and there was a lot of discussion with the end users and a bunch of back and forth (keep in mind this is government software with a lot of onerous legal requirements). Then about 4 months ago, we just fed Codex the forms, along with the UI design and the legal requirements and it spat it out in 1 hour. Was it perfect? No. But our iterative loop became make the web app, show it to end users and then incorporate feedback and completely cut out the UX team, product etc. We were able to complete the conversion in 2 weeks with one guy (something like 150+ government forms/applications). For most simple to medium corporate development work it’s basically over.
I just don't see how we keep going like this without layoffs. The company cannot responsibly continue paying for this many engineers, when half, or less, could do the same job.
Like, why is it all still so buggy? Why does no website seem to consider 96 PPI displays in its design? Why don't we have ostensibly useful features like undo trees everywhere? Why is everything still a RAM hog? Why does the proportion of websites that pay no heed to accessibility seem to be going up rather than down?
I'm told we're living in the future, but it sure doesn't feel like it.
Flawless software isn't the goal, ever. Feature development is almost always the primary goal, and fixing bugs and performance issues is only done if the bug is bad enough.
Lack of information. When you are on the building side you become blind to its faults. Consumers almost never tell you what isn't good about it.
> why is it all still so buggy?
Also lack of information. I haven't seen any bugs in years in the things I've worked on. LLMs have closed every last obvious testing gap, squashing any outstanding bugs there. That's not to say it is all bug-free now, but what bugs users may be experiencing aren't being reported.
AI is good at building software, but it is still not good at consuming software like actual consumers do.
I have been the lone developer on a project for quite some time and was already feeling that way. Yet, recently found out that a second is being added to the team and a third is to come. I guess I'll enjoy what is effectively a paid vacation before it all comes crumbling down.
Yesterday my dot made a web app to view 3D microscopy files
https://mucus-atlas-viewer.pazimzadeh.chatgpt.site/?sample=k...
I didn't even know about the sites feature
Once the app gets a bit more complex, it won't be that much different to any more traditionally vibe coded application (code, git/pr, test, deploy, ops). It only removes the barrier to get started, but doesn't solve any of the real problems. Problems like AI slop, code rot, bad architecture, security issues, data loss/breach because of bad code, and so on.
https://www.stripeeconomics.com/p/the-saaspocalypse-was-more...
* Some people do think this (e.g., https://sockpuppet.org/blog/2026/09/25/what-even-is-an-os-no...), but I remain somewhat skeptical that this'll be true for the most economically significant applications. This is not because I'm an AI capabilities skeptic (I'm not, I'm more of a doomer), but because even in a world where AI is designing and implementing all the software, there are probably still significant benefits to standardization. I see it as sort of analogous to compilers; we might get a world where compilers are both used and maintained almost exclusively by LLMs, but we probably won't get one where compilers stop being used or maintained at all because LLMs write everything in assembly.
Also I dont get the inhouse argument, you dont really save anything. So instead of paying X to SaaS, you now propose to pay X to anthropic instead AND maintain said SaaS... what? how is that better, that just shifted the cost to another company and you got the burden of maintenance and responsibility.
While there are many enthusiasts out there, lots and lots of people couldn't care less about ChatGPT allows them to "buuld their own website". It's simply irrelevant to their life.
People curate their brands on socials. Having a website is not really the badge it once was, and the ability to generate them like this further reduces the social proof they used to provide.
This is the top of the funnel for most people building a tech product or marketing their business, so it’s very helpful if you intend to sell other services they might want to use down the line. (Cf Cloudflare except imagine if they also integrated ads into one of the most popular websites in the world)
I then asked the next question. How can I automatically update the embedded JSON data. It gave two answers which I thought was weird. First, it said I could using a plugin to an MCP server. Second, it said I could use an API and when I asked for which API... it said there was an API available in ChatGPT Sites but no details. So I assume it can be done.
What I am thinking of is to use ChatGPT sites as a replacement for SharePoint. I can create self contained HTML charts and let employees view it within our enterprise instance of ChatGPT. The piece I am working on is how to automatically update the embedded data from our database.
Sites has been one of the most valuable ships for us internally outside of general model releases imo. A few things that I think are incredibly underrated:
1. Plugin usage. I can build a site with some data vis and when someone else in the company logs in, it uses their access to evaluate those queries. The access model/BYO connection is really powerful.
2. Ephemeral sites. Setting up a site is so easy they can be ephemeral. I can set up a whole site for a presentation, or a complex form, or just a meme, and then never touch it again because it cost me basically none of my time.
3. Sites as plugins. Sites directly integrate with the plugin ecosystem in that a site itself can provide/be a plugin. Combine that with Sign in with Chat (byo subscription) and you can build some really cool experiences really easily. I've been working on a deck grader for Magic the Gathering the last few months for my own uses and now I could pretty trivially publish it as a site for others to use.
I don't see sites being abandoned any time soon :)
If you ask something like "please make a little website for me and my friends to plan our shopping lists on", I would expect the result to be:
"Here you go: https://shopping-lister.chatgpt.com/"
Unfortunately right now most AI models get into the weeds of asking the user to sign up to netlify or firebase or buying a domain etc - none of which most users are interested in doing.
I’ve been using exe.dev to throw up micro sites. It has a built in web agent and first party mobile app agent. And any coding agent that can use “ssh” (all of them) can easily figure out how to drive it.
It also has a lot more developer and PaaS tools like GitHub integration.
RIP Heroku for imploding before the wave of vibe coding. We had the ability to “spin up a free app on the internet” before it was cool.
If models are commoditized and apps is where the grab is - I actually wouldn't mind a new email provider - GMail has not practically changed in the last 10 years I feel.
We have a platform that enables building both and I still find UIs to be quite relevant. Especially if it's so easy to build like in this case because you can always throw together a visualization for something quickly and then never look at it again.
This looks really cool and because I'm in a tangential space I know how fun and useful it's been to build and host stuff on the web quickly.
We're geared towards fully-fledged (serverless) apps and agents for internal use only though, in case it's of interest to anyone: https://railcode.dev/
Wonder what domain they're going to pick next. I feel like many LLM-dependent businesses are going to get sherlocked by OpenAI and Anthropic.
hard out here hard for startups too
What they might not realise is that stuff/services like these (ChatGPT Sites) are probably not much of a moat either in a world where majority of population has access to increasingly better models capable of building competitors in days if not hours. Even if they restrict usage of their models when it comes to creating competitor services there will always be other models that you can use to build competitor.
What is happening is that their products are putting people out of work but at the same time they are also enabling anyone to easily build competitors to their own products and are thus putting their own services “out of work”. They are essentially eating their own tail. Ouroboros. Is noone seeing that?
The only truly lasting moat might be hardware/compute. At least for now.
Then the app economy gets going within ChatGPT
For whatever reason most of the sites are Arabic-language prototypes for things like plumbing companies. I'm not sure why - if those are solving a real problem, or whether someone is running a scam, or what.
Very clean site design though.
I got tired of spinning up repos for basic pages, so made my own host last year - https://pageplane.app.
I think the SEO/AEO agencies are using them to seed content for clients.
I actually recently shared my own version of this concept, but self hosted. I'm optimistic that there can't be much lock-in from the big providers, but I think there's a large market to capture
https://tidal-house-retreat.openai.chatgpt.site/
> Quiet cabins. A view of your own.
Still, I suspect a lot of independent Web developers are sweating. It was already getting tough, but this is a coffin nail.
i make it for anything, i made one as a food guide for the UW chow down https://uw-chow-down-2026.corruptbytes.chatgpt.site/
I know that Vercel or something similar is quite close to that, but it's not that well integrated into MCP/Skills.
Disclaimer: I’m one of the people behind ShipStatic.
I'm genuinely sad that what we learned with hard work and sweat, our craft, our identity, our soul; is now something you can buy. I've been in this profession for a long time and now I see people who have absolutely no fucking clue, but lots of money, and they buy all these agents and make things that work (way more broken, with absolutely shit quality), but they work and so they brag about their creations to me all day long, and man that makes me feel like a total loser.
I spent decades trying to master media theory, language design, computer graphics, compiler design, rewriting systems, mathematics, logic, build systems, graphs, data-flow systems, making GUI kits, layout systems, ... all to make a better system for thinking, and now the whole idea of thinking is outsourced (as altman says "sold as utility by the meter"). I need to become an addict or something and be wasted. This is not a life.
Are we looking at the same website? My eyes immediately go to the font and typeface styling and it registers immediately as AI generated. There’s a very distinct “AI” website aura that Claude and ChatGPT make that requires you to change a ton of the styling to make go away.
I agree the second site is nice looking though.
I haven't used ChatGPT in over a month. I bounce between Grok, Gemini & Claude. Is ChatGPT even worth it.
Grok can do things the other two can't, like read and fetch websites sometimes where Claude and Gemini cannot.
Gemini is just someone to feed javascript to when you want to save on Claude tokens.
I'm surprised there's not a bigger push into better and useful memory, since that would result in actual lock-in.
I hope you support UBI.
They know the API price wars are a race to the bottom with little/no profit margins.
That limitation doesn't exist with ChatGPT
They have dots, they had Sora, so many other things that take away attention from just having the best model. There are already a bazillion ways to do this. Sure, the integration's nice, but it's just not needed.
I think programmers make the mistake of thinking generative AI is for us, when it is much more ominously about us.
Newsflash: a company that plans to be the most valuable business on earth and has a desperate need for revenue is not going to stay out of anyone’s lane if there is money to be found in it. If you can make an AI wrapper, so can they.
This actually looks like it has meaningful potential, and given how easily they could train it to connect to a whole bunch of off-the-shelf APIs running in data centres they control, looks like a little glimpse of the future, and of the kind of power the industry has gleefully handed to the crypto-for-your-eyeball-scans guy.
Cloud AI has been the face-eating leopard of the tech industry for the last three years. This is them just starting to chew. How long before they tweak it to generate intranet apps, mini stores, specific AI wrappers? Why wouldn’t a firm that has so much influence over data centre rollout, RAM and processor prices simply directly start using their code generation tools and data centres to build and run the work product?
Maybe some of the big firms who have been helping train ChatGPT to eat their lunch will now wake up to the need for open weights.
Which means non-technical ChatGPT users are a bit bewildered as to how to pick.
This makes that easy; I suspect normies will fucking love it. My boss will.
Especially this. OpenAI will host it. OpenAI will throw "Sign in with ChatGPT" there. "Apps" will be built that depend on end users ChatGPT "connections". The app will fundamentally not work without an end-user having a ChatGPT account/subscription and "connected apps".
Having "the best model" will absolutely not support a $1T+ valuation. Owning the activity of 25-50% of internet users (assuming a split between OAI/Anthropic/Google/maybe-Meta), is.
Anthropic is just trying to get to ASI and relying on the blind faith of investors that there will be a return at the end.
What matters is which strategy is more effective for attracting investor capital, because neither can survive without it.
The frontier companies are scrutinized heavily for their trillion dollar valuations all without a clear mass-consumer use-case. They're trying stuff.
They are trying to build an ecosystem that can capture the value of AI, whereas LLMs are quickly becoming a commodity.
Where is the moat? How can they convert users?
If you were sitting on a rocket burning cash to not crash you would do that too.
For example, here's a game where you are a mouse hunting for cheese in higher dimensional mazes: https://manifold-six-axis-escape.nathan338932.chatgpt.site/
Idea came to me while at a concert, was ready to play that same night.
The fact is, most people aren't builders and never will be. Building software is about formalizing and automating processes, and 95% of folks aren't interested in putting even the most basic effort into improving their business by approching it at a strategic level. Too focused on keeping the lights on and/or more interested in field operations.
For another example look at the many businesses using @gmail addresses to run their business while Google Workplace has streamlined custom domains for a while.
So in practice, ChatGPT Sites will mainly enable software agencies to build websites and offload maintenance to the customer : just manage it from your ChatGPT account. The equivalent of Bring your own cloud for Mom and Pop businesses, and other small companies. Not even sure ChatGPT Sites will create meaningful downward pressure on agency rates.
Lesson learned the hard way.
The issue with the Wordpress and Wix is that the site stay polished for approximately 1 second after it has been initially published. In 6mo~1yr it's unmaintainable pile of dogshit that is easier to redo from scratch.
Lots.
I’m a pretty sophisticated user (both a designer and software engineer) and I’ve ragequit several of these tools before.
Otherwise I'd have to introduce some kind of dimension picker. Maybe a fun hardmode.
Did the LLM explain its reasoning for how it is showing the higher dimensions? Or perhaps this is a standard way of attempting to display higher dimensional space?
Is it possible to export site to own domain?
https://learn.chatgpt.com/docs/sites?surface=web#connect-a-c...
https://help.openai.com/en/articles/20001339-creating-and-us...
Maybe I'll do that and post to HN later, didn't expect this much response!