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Vercel April 2026 security incident

bleepingcomputer.com

867 points by colesantiago 11 days ago · 538 comments · 1 min read

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https://vercel.com/kb/bulletin/vercel-april-2026-security-in...

Vates 11 days ago

When one OAuth token can compromise dev tools, CI pipeline, secrets and deployment simultaneously, something architectural has gone wrong. Vercel have had React2Shell (CVSS 10), the middleware bypass (CVSS 9.1), and now this, all within 12 months.

At what point do we start asking questions about the concentration of trust in the web ecosystem?

It's funny that at the engineering level we are continuously grilled in interviews about the single responsibility principle, meanwhile the industry's business model is to undermine the entirety of web standards and consolidate the web stack into a CLI.

  • isodev 11 days ago

    Coming from a company that makes infrastructure out of a view layer / vDOM library - I think anyone relying on Vercel has only themselves to blame.

    • intrasight 10 days ago

      That and also the CEO posting a photo of him posing with a war criminal. Using let alone relying on Vercel baffles me.

      • moralestapia 10 days ago

        Which one? There's so many these days I've lost track.

      • jongjong 10 days ago

        It feels like the political forces underpinning the software industry are coming to light but it seems like there are two opposing forces now instead of just one.

    • brianmcnulty 10 days ago

      It's interesting that Next is becoming so popular when LLMs supposedly have a capability to work with all these other frameworks that don't create a dependency on something like Vercel.

  • nnurmanov 11 days ago

    You have no idea how indifferent security officers can be-even when you point out critical issues. The other day, we flagged that a customer’s database had users with excessive privileges. Their only question: “Can this be exploited from the outside?”

    No, but most breaches today come from compromised internal accounts that are then used to break everything.

    • Foobar8568 11 days ago

      What's the problem to have local API connected in HTTP? We are within the enterprise network.

      And that's how I passed for a annoying "PM". With half of the program management complaining that I was slowing down things until 6m later, the head of risk management told them to get lost.

      • ethbr1 10 days ago

        > the head of risk management told them to get lost

        That's why it's important to org-chart engineer for security, if a company is really serious.

    • anal_reactor 11 days ago

      The problem with security is that often it's cheaper to deal with the bad outcome than to prevent it. Actually getting security right is very expensive because it requires virtually every engineer to have some security awareness, and engineers who can be trusted with that tend to be difficult to find. Meanwhile if you have a security incident you say "sorry", maybe you pay a small fine, and a month later everyone had already moved on.

      • cogogo 11 days ago

        This misalignment is especially bad at startups. In my experience security is only prioritized when driven by the customer and is largely a performative box checking exercise.

    • james_marks 10 days ago

      The answer is Yes, this can be exploited from the outside by taking over dev machines and using their access.

      If you answer No and complain that it’s not taken seriously, it’s at least in part because you didn’t show the risk clearly.

      • mar_makarov 10 days ago

        maybe a dumb idea , but maybe using some kind of one time token access would resolve ? some physical keycard would guarantee this to not happen at all right ?

        • nnurmanov 9 days ago

          There is always a disgruntled employee:) They will do anything to do maximum harm

  • piyh 11 days ago

    JavaScript living only as a built artifact in an s3 bucket makes for a much simpler life.

    • zbycz 10 days ago

      until someone starts a botnet making your S3 invoice to $10k. Pay per usage is always a liability.

      It is horrendous that aws doesnt allow any usage limits.

  • lofaszvanitt 11 days ago

    The whole hiring system needs to be eradicated. You get grilled by incompetents, who ask one question, never ask back when you provide something that is debatable, they give zero feedback and then you see what kind of errors these "elitist" engineers make. Burn it to the ground.

    • Neikius 11 days ago

      Best hiring systems I saw were when actual engineers hiring for their team were doing the bulk. You get a gauge of what you can expect and them too.

  • neya 11 days ago

    Polite reminder as to why Domain Driven Design is super-important. It makes more sense to spend 80% on DDD initially and then only 20% on the code (80-20 rule) vs the other way round. Or you will end up in a clusterfuck like this.

    • igleria 11 days ago

      Domain Driven Design is something that I have only come to know with full understanding at my current job and oh my it is useful. It's not a silver bullet, but for complex domains it's a must.

  • alfiedotwtf 10 days ago

    GitHub looking awful quiet in the corner on the room there

  • vicchenai 11 days ago

    three critical vulns in 12 months is a pattern not a coincidence. the SRP point is sharp - we interview engineers on isolation principles then build platforms that are the opposite of that.

nikcub 11 days ago

Claude Code defaulting to a certain set of recommended providers[0] and frameworks is making the web more homogenous and that lack of diversity is increasing the blast radius of incidents

[0] https://amplifying.ai/research/claude-code-picks/report

  • operatingthetan 11 days ago

    It's interesting how many of the low-effort vibecoded projects I see posted on reddit are on vercel. It's basically the default.

    • Aurornis 11 days ago

      Reddit vibecoded LLM posts are kind of fascinating for how homogenous they are. The number of vibe coded half-finished projects posted to common subreddits daily is crazy high.

      It’s interesting how they all use LLMs to write their Reddit posts, too. Some of them could have drawn in some people if they took 5 minutes to type an announcement post in their own words, but they all have the same LLM style announcement post, too. I wonder if they’re conversing with the LLM and it told them to post it to Reddit for traction?

      • derefr 11 days ago

        I find that often the developers of these apps don't speak English, but want to target an English-speaking audience. For the marketing copy, they're using the LLM more to translate than to paraphrase, but the LLM ends up paraphrasing anyway.

        • ern 11 days ago

          I think they simply just haven't figured out that the barrier to entry is so low, that no one really cares what their app can do, even if does something genuinely useful.

        • thaumasiotes 11 days ago

          > For the marketing copy, they're using the LLM more to translate than to paraphrase, but the LLM ends up paraphrasing anyway.

          What do you see as the distinction between "translating" and "paraphrasing"? All translations are necessarily paraphrased.

          • d1sxeyes 11 days ago

            While that’s true, translations often vary in terms of how faithful they are to the source vs how idiomatic they are in the target language. Take for example the French phrase “j’ai fait une nuit blanche”, which literally means “I did a white night”. Clearly that’s a bad translation. A more natural translation might be “I pulled an all-nighter”.

            Similarly, “j’ai un chat dans la gorge” probably translates best as “I’ve got a frog in my throat”, even though it’s a completely different animal, it’s an obvious mapping.

            Those are fairly simple because they have neat English translations, but what about for example “C’est pas tes oignons”, which literally means “these aren’t your onions”, but is really a way of telling someone it’s none of their business. You could translate it as “it’s none of your business”, or “keep your nose out” or “stay in your lane” or lots and lots of other versions, with varying levels of paraphrasing, which depend on context you can’t necessarily read purely from the words themselves.

            • thaumasiotes 10 days ago

              I'll preface this by noting that I don't disagree with anything you've said, but I do have some comments:

              > Similarly, “j’ai un chat dans la gorge” probably translates best as “I’ve got a frog in my throat”, even though it’s a completely different animal, it’s an obvious mapping.

              Those obvious mappings can sometimes be too seductive for the translator's good. One example is that people translating English-loanwords-in-a-foreign-language into English usually can't help but translate them as the original English word.

              Another example is that, in China, there is a cultural concept of a 狐狸精, which you might translate as "fox spirit". (The "fox" part of the translation is straightforward, but 精 is a term for a supernatural phenomenon, and those are difficult to translate.) They can do all kinds of things, but one especially well-known behavior is that they may take the form of human women and seduce (actual) human men. This may or may not be harmful to the man.

              Because of this concept, the word also has a sense in which it may be used to insult a (normal) woman, accusing her of using her sex appeal toward harmful ends.

              Chinese people translating this into English almost always use the word "vixen", which is, to be fair, a word that may refer to a sexy human woman or to a female fox. But I really don't feel that they're equivalent, or even that they have much overlap. (Unlike the situation with English loanwords, I think native speakers of Chinese are much more likely to choose this translation than native speakers of English are.)

              > what about for example “C’est pas tes oignons”, which literally means “these aren’t your onions”

              The form closest in structure to that would probably be "none of your beeswax", which is just a minorly altered version of "none of your business". I assume the substitution of "beeswax" is humorous and based on phonetic similarity.

              As you note, there are multiple dimensions relevant to translating this and several positions you could take along each. For this particular idea, I would say the two most important dimensions are playfulness and rudeness; it's a very common idea and the language is rich in options for both.

              > translations often vary in terms of how faithful they are to the source vs how idiomatic they are in the target language. Take for example the French phrase “j’ai fait une nuit blanche”, which literally means “I did a white night”. Clearly that’s a bad translation. A more natural translation might be “I pulled an all-nighter”.

              This isn't what I had in mind. Here are some idiomatic translations:

              I pulled an all-nighter.

              I was up all night.

              I didn't get any sleep.

              I never got to bed.

              I've been up since [something appropriate to the context].

              [Something appropriate to the context] kept me up all night.

              I wouldn't call any of the first four "more paraphrased" than the others. (The last two might be, if they included extra information.) If these were reports of the English speech of some other person, one of them (or less) would be a quote, and the others would be paraphrases. But as a report of French speech, they're all paraphrases. The first shares a little more grammatical structure with the French, which doesn't really mean much.

              For a fairly similar example from my personal life, someone said to me 这是我第一次听说, and my spontaneous translation of it was "I've never heard that before", despite the fact that there is technically a perfectly valid English expression "this is the first I've heard of that".

              What's closer to the grammatical structure of the Chinese? That's hard for me to say. You could analyze 我 as the subject of 听说, and I lean toward that analysis, but my instincts for Mandarin are weak. You might see 我 as being more strongly attached to 第一次, meaning something more like "my first time (to hear ...)" than "I hear (for the first time) ...".

              But for whatever it's worth, a word by word literal gloss would be "this is me first time hear".

              Between languages with less historical interaction than English and French, it's quite possible that a syntax-preserving translation of some sentence just doesn't exist.

      • politelemon 11 days ago

        They are not exclusive to reddit. HN has also been full of vibe submissions of the same nature.

      • cyral 11 days ago

        It's insane how most of the dev subreddits are filled with slop like this. I've thought the same thing - why can't they even spend 5 minutes to write their own post about their project?

        • aquariusDue 11 days ago

          Yeah, in the last 6 to 10 months /r/rust has become littered with this stuff. There's still some good discussion going on but now I have to sort through garbage. The signal to noise ratio is out of whack these days that I generally avoid platforms like Substack, Medium and so on too.

    • fantasizr 11 days ago

      next, vercel, and supabase is basically the foundation of every vibecoded project by mere suggestion.

      • jongjong 11 days ago

        If this kind of vulnerability exists at the platform level, imagine how vulnerable all the vibe-coded apps are to this kind of exploit.

        I don't doubt the competence of the Vercel team actually and that's the point. Imagine if this happens to a top company which has their pick of the best engineers, on a global scale.

        My experience with modern startups is that they're essentially all vulnerable to hacks. They just don't have the time to actually verify their infra.

        Also, almost all apps are over-engineered. It's impossibly difficult to secure an app with hundreds of thousands of lines of code and 20 or so engineers working on the backend code in parallel.

        Some people are like "Why they didn't encrypt all this?" This is a naive way to think about it. The platform has to decrypt the tokens at some point in order to use them. The best we can do is store the tokens and roll them over frequently.

        If you make the authentication system too complex, with too many layers of defense, you create a situation where users will struggle to access their own accounts... And you only get marginal security benefits anyway. Some might argue the complexity creates other kinds of vulnerabilities.

        • fantasizr 10 days ago

          the vibe coders don't know what they don't know so whatever code is written on their behalf better be up to best practices (it isn't)

      • MrDarcy 11 days ago

        They’re all shit too. All three decided to do custom auth instead of OIDC and it’s a nightmare to integrate with any of them.

        • 00deadbeef 11 days ago

          Maybe that's why all these vibe coded slop apps also use Clerk for auth alongside Supabase etc

    • gbgarbeb 11 days ago

      10 years ago it was Heroku and Three.js.

      • seattle_spring 11 days ago

        10 years ago it was Heroku and Ruby on Rails*

        • dzonga 11 days ago

          but now Ruby on Rails is not a circus like how Next.js is.

          see [0]: Rails security Audit Report

          [0]: https://ostif.org/ruby-on-rails-audit-complete/

          • seattle_spring 7 days ago

            Can you elaborate as to why your linked article would suggest nextjs to be a "circus"? If anything, DHH (founder of RoR) and his Looney-Tunes opinions are much closer to a circus sideshow than anything I've seen come out of Vercel.

        • bdcravens 11 days ago

          More like 15. By 2016, Rails was supposedly dead and we were all going to be running the same code on the front end and back end in a full stack, MongoDB euphoria.

      • boringg 11 days ago

        New one coming in 5 years. Cycle repeats itself.

        • guelo 11 days ago

          I don't think so, AIs are going to freeze the tooling to what we have today since that's what's in the training corpus, and it's self reinforcing.

          • telotortium 11 days ago

            Nah, the good LLMs can generally web search and read documentation well enough that the fact that pre-training isn’t up to the minute is not a serious concern. Badly-documented projects are more of a concern, but they weren’t likely to get much pre-AI usage either.

    • ern 11 days ago

      I've done a ton of low-effort vibe-coded projects that suit my exact use cases. In many cases, I might do a quick Google search, not find an exact match, or find some bloated adware or subscription-ware and not bother going any further.

      Claude Code can produce exactly what I want, quickly.

      The difference is that I don't really share my projects. People who share them probably haven't realized that code has become cheap, and no one really needs/wants to see them since they can just roll their own.

      • lionkor 11 days ago

        The kind of code, with the kind of quality, that LLMs can output has become cheap. Learning has not, and neither has genuinely well designed, human designed, code. This might be surprising to the majority of users on HN, but once a really good programmer joins your team, who is both really good, and also uses LLMs to speed up the parts that he or she isn't good at, you really learn how far away vibe coders are from producing something worth using.

    • echelon 11 days ago

      Another Anthropic revenue stream:

      Protection money from Vercel.

      "Pay us 10% of revenue or we switch to generating Netlify code."

      • JLO64 11 days ago

        Wouldn’t Vercel still make money in that scenario since Netlify uses them?

    • michaelbuckbee 10 days ago

      There's a push and pull here, Typescript + React + Vercel are also very amenable to LLM driven development due to a mix of the popularity of examples in the LLMs dataset, how cheap the deployment is and how quick the ecosystem is to get going.

  • neilv 11 days ago

    The other day, I was forcing myself to use Claude Code for a new CRUD React app[1], and by default it excreted a pile of Node JS and NPM dependencies.

    So I told something like, "don't use anything node at all", and it immediately rewrote it as a Python backend, and it volunteered that it was minimizing dependencies in how it did that.

    [1] only vibe coding as an exercise for a throwaway artifact; I'm not endorsing vibe coding

    • BigTTYGothGF 11 days ago

      > forcing myself to use Claude Code

      You don't have to live like this.

      • neilv 11 days ago

        Even though I'm a hardcore programmer and software engineer, I still need to at least keep aware of the latest vibe coding stuff, so I know what's good and bad about it.

    • t0mas88 11 days ago

      You can tell Claude to use something highly structured like Spring Boot / Java. It's a bit more verbose in code, but the documentation is very good which makes Claude use it well. And the strict nature of Java is nice in keeping Claude on track and finding bugs early.

      I've heard others had similar results with .NET/C#

      • lmm 11 days ago

        Spring Boot is every bit as random mystery meat as Vercel or Rails. If you want explicit then use non-Boot Spring or even no Spring at all.

      • NicoJuicy 9 days ago

        Asp.net 10 and vertical slice architecture is good and clean

      • MrDarcy 11 days ago

        Same for Go.

    • TeMPOraL 11 days ago

      My vibe coded one-off app projects have are all, by default, "self-contained single file static client side webapp, no build step, no React or other webshit nonsense" in their prompt. For more complex cases, I drop the "single file". Works like a charm.

    • siva7 11 days ago

      I'm struggling to understand how they bought Bun but their own Ai Models are more fixated in writing python for everything than even the models of their competitor who bought the actual Python ecosystem (OAI with uv)

    • desecratedbody 11 days ago

      You wanted it to use React but not node? Am I missing something here?

      • jazzypants 10 days ago

        You can use React without Node by using a CDN. You can even use JSX if you use Babel in a script tag. It's just inefficient and stupid as hell.

    • echelon 11 days ago

      It emits Actix and Axum extremely well with solid support for fully AOT type checked Sqlx.

      Switch to vibe coding Rust backends and freeze your supply chain.

      Super strong types. Immaculate error handling. Clear and easy to read code. Rock solid performance. Minimal dependencies.

      Vibe code Rust for web work. You don't even need to know Rust. You'll osmose it over a few months using it. It's not hard at all. The "Rust is hard" memes are bullshit, and the "difficult to refactor" was (1) never true and (2) not even applicable with tools like Claude Code.

      Edit: people hate this (-3), but it's where the alpha is. Don't blindly dismiss this. Serializing business logic to Rust is a smart move. The language is very clean, easy to read, handles errors in a first class fashion, and fast. If the code compiles, then 50% of your error classes are already dealt with.

      Python, Typescript, and Go are less satisfactory on one or more of these dimensions. If you generate code, generate Rust.

      • slopinthebag 11 days ago

        Ok I mean this is a little crazy, "minimal dependencies" and Rust? Brother I need dependencies to write async traits without tearing my hair out.

        But you're also correct in that Rust is actually possible to write in a more high level way, especially for web where you have very little shared state and the state that is shared can just be wrapped in Arc<> and put in the web frameworks context. It's actually dead easy to spin up web services in Rust, and they have a great set of ORM's if thats your vibe too. Rust is expressive enough to make schema-as-code work well.

        On the dependencies, if you're concerned about the possibility of future supply chain attacks (because Rust doesn't have a history like Node) you can vendor your deps and bypass future problems. `cargo vendor` and you're done, Node has no such ergonomic path to vendoring, which imo is a better solution than anything else besides maybe Go (another great option for web services!). Saying "don't use deps" doesn't work for any other language other than something like Go (and you can run `go vendor` as well).

        But yeah, in today's economy where compute and especially memory is becoming more constrained thanks to AI, I really like the peace of mind knowing my unoptimised high level Rust web services run with minimal memory and compute requirements, and further optimisation doesn't require a rewrite to a different language.

        Idk mate, I used to be a big Rust hater but once I gave the language a serious try I find it more pleasant to write compared to both Typescript and Go. And it's very amiable to AI if that's your vibe(coding), since the static guarantees of the type system make it easier for AI to generate correct code, and the diagnostics messages allow it to reroute it's course during the session.

      • neilv 11 days ago

        How are you getting low dependencies for Web backend with Rust? (All my manually-written Rust programs that use crates at all end up pulling in a large pile of transitive dependencies.)

      • jazzypants 10 days ago

        Cargo is just as vulnerable as NPM. It's just a smaller, more difficult target.

      • OptionOfT 11 days ago

        Except with using Rust like this you're using it like C#. You don't get to enjoy the type system to express your invariants.

    • Imustaskforhelp 11 days ago

      > Python

      I once made a golang multi-person pomodoro app by vibe coding with gemini 3.1 pro (when it had first launched first day) and I asked it to basically only have one outside dependency of gorrilla websockets and everything else from standard library and then I deployed it to hugging face spaces for free.

      I definitely recommend golang as a language if you wish to vibe code. Some people recommend rust but Golang compiles fast, its cross compilation and portable and is really awesome with its standard library

      (Anecdotally I also feel like there is some chances that the models are being diluted cuz like this thing then has become my benchmark test and others have performed somewhat worse or not the same as this to be honest and its only been a few days since I am now using hackernews less frequently and I am/was already seeing suspicions like these about claude and other models on the front page iirc. I don't know enough about claude opus 4.7 but I just read simon's comment on it, so it would be cool if someone can give me a gist of what is happening for the past few days.)

  • nightski 11 days ago

    It's a good point, but I don't think the problem here is Claude. It's how you use it. We need to be guiding developers to not let Claude make decisions for them. It can help guide decisions, but ultimately one must perform the critical thinking to make sure it is the right choice. This is no different than working with any other teammate for that matter.

    • gommm 11 days ago

      That's not helped by a recent change to their system prompt "acting_vs_clarifying":

      > When a request leaves minor details unspecified, the person typically wants Claude to make a reasonable attempt now, not to be interviewed first. Claude only asks upfront when the request is genuinely unanswerable without the missing information (e.g., it references an attachment that isn’t there).

      > When a tool is available that could resolve the ambiguity or supply the missing information — searching, looking up the person’s location, checking a calendar, discovering available capabilities — Claude calls the tool to try and solve the ambiguity before asking the person. Acting with tools is preferred over asking the person to do the lookup themselves.

      > Once Claude starts on a task, Claude sees it through to a complete answer rather than stopping partway. [...]

      In my experience before this change. Claude would stop, give me a few options and 70% of the time I would give it an unlisted option that was better. It actually would genuinely identify parts of the specs that were ambiguous and needed to be better defined. With the new change, Claude plows ahead making a stupid decision and the result is much worse for it.

    • duped 11 days ago

      No, the problem is the people building and selling these tools. They are marketed as a way of outsourcing thinking.

      • dennisy 11 days ago

        So what are you suggesting do not allow companies to sell such tools?

        • duped 11 days ago

          I'm suggesting people shouldn't lie to sell things because their customers will believe them and this causes measurable harm to society.

          • liveoneggs 11 days ago

            AI does outsource thinking. It is not a lie.

            • hansmayer 11 days ago

              If you don't tend to think much in the first place or have low expectations, then yes

            • duped 11 days ago

              I think if you believe that you're either lying or experiencing psychosis. LLMs are the greatest innovation in information retrieval since PageRank but they are not capable of thought anymore than PageRank is.

    • dennisy 11 days ago

      I think most people would agree.

      However it is less clear on how to do this, people mostly take the easiest path.

      • fintler 11 days ago

        Its an eternal september moment.

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

      • operatingthetan 11 days ago

        I guess engineers can differentiate their vibecoded projects by selecting an eccentric stack.

        • alex7o 11 days ago

          Choosing an eccentric stack makes the llms do better even. Like Effect.ts or Elixir

          • rpcope1 11 days ago

            I actually noticed the same. Having it work on Mithril.js instead of React seems (I know it's all just kind of hearsay) to generate a lot cleaner code. Maybe it's just because I know and like Mithril better, but also is likely because of the project ethos and it's being used by people who really want to use Mithril in the wild. I've seen the same for other slightly more exotic stacks like bottle vs flask, and telling it to generate Scala or Erlang.

            • fragmede 11 days ago

              That makes sense. There's less training data but it is better training data. LLMs were trained on really bad pandas code, so they're really really good at generating bad pandas. Elixer, there's less of it, but what there is, is higher quality, so then what it outputs is off higher quality too.

          • gommm 11 days ago

            That's been my experience as well. Claude code does better with Elixir (plus I enjoy working on the code better after :) )

      • egeozcan 11 days ago

        > a. Actually do something sane but it will eat your session

        > b. (Recommended) Do something that works now, you can always make it better later

    • pastel8739 11 days ago

      Shouldn’t Claude just refuse to make decisions, then, if it is problematic for it to do so? We’re talking about a trillion dollar company here, not a new grad with stars in their eyes

  • neal_jones 11 days ago

    The thing I can’t stop thinking about is that Ai is accelerating convergence to the mean (I may be misusing that)

    The internet does that but it feels different with this

    • themafia 11 days ago

      > convergence to the mean

      That's a funny way of saying "race to the bottom."

      > The internet does that but it feels different with this

      How does "the internet do that?" What force on the internet naturally brings about mediocrity? Or have we confused rapacious and monopolistic corporations with the internet at large?

      • walthamstow 11 days ago

        I'd call it race to the median, converging to mediocrity, or what the kids would call "mid"

      • slashdave 11 days ago

        > How does "the internet do that?"

        Stack exchange. Google.

        • themafia 11 days ago

          Please explain how these cause a "convergence to the mean."

          • antonvs 11 days ago

            I assume they’re saying that the most common and popular solutions propagate, power-law style. LLMs just amplify that loop.

      • mentalgear 11 days ago

        Indeed 'race to the bottom' seems more like capitalism in general.

  • jongjong 11 days ago

    Yes, this is a genuine problem with AI platforms. It does sometimes feel like they're suspiciously over-promoting certain solutions; to the point that it's not in the AI platform's interest.

    I know what it's like being on the opposite side of this as I maintain an open source project which I started almost 15 years ago and has over 6k GitHub stars. It's been thoroughly tested and battle-tested over long periods of time at scale with a variety of projects; but even if I try to use exact sentences from the website documentation in my AI prompt (e.g. Claude), my project will not surface! I have to mention my project directly by name and then it starts praising it and its architecture saying that it meets all the specific requirements I had mentioned earlier. Then I ask the AI why it didn't mention my project before if it's such a good fit. Then it hints at number of mentions in its training data.

    It's weird that clearly the LLM knows a LOT about my project and yet it never recommends it even when I design the question intentionally in such a way that it is the perfect fit.

    I feel like some companies have been paying people to upvote/like certain answers in AI-responses with the intent that those upvotes/likes would lead to inclusion in the training set for the next cutting-edge model.

    It's a hard problem to solve. I hope Anthropic finds a solution because they have a great product and it would be a shame for it to devolve into a free advertising tool for select few tech platforms. Their users (myself included) pay them good money and so they have no reason to pander to vested interests other than their own and that of their customers.

    • lelanthran 11 days ago

      > It's weird that clearly the LLM knows a LOT about my project and yet it never recommends it even when I design the question intentionally in such a way that it is the perfect fit.

      That's literally what "weight" means - not all dependencies have the same %-multiplier to getting mentioned. Some have a larger multiplier and some have a smaller (or none) multiplier. That multiplier is literally a weight.

  • stefan_ 11 days ago

    It's so trivial to seed. LLMs are basically the idiots that have fallen for all the SEO slop on Google. Did some travel planning earlier and it was telling me all about extra insurances I need and why my normal insurance doesn't cover X or Y (it does of course).

  • neither_color 10 days ago

    This is why Im glad I learned to code before vibecoding. I tell codex exactly what tools and platforms to use instead of letting it default to whatever is the most popular, and I guard my .env and api keys carefully. I still build things page by page or feature by feature instead of attempting to one shot everything. This should be vibe-coding 101.

  • deaux 11 days ago

    That report greatly overrates the tendency to default for Vercel for web because among its 2 web projects it mandated one use Next.js and the other one to be a React SPA as well. Obviously those prime Claude towards Vercel. They shouldve had the second project be a non-React web project for diversity.

  • betocmn 11 days ago

    Yeah, I’ve been tracking what devtools different models choose: https://preseason.ai

  • elric 11 days ago

    Interstingly, a recent conversation [1] between Hank Green and security researcher Sherri Davidoff argued the opposite. More GenAI generated code targeted at specific audiences should result in a more resilient ecosystem because of greater diversity. That obviously can't work if they end up using the same 3 frameworks in every application.

    [1] https://www.youtube.com/watch?v=V6pgZKVcKpw

    • habinero 11 days ago

      I love Hank, but he has such a weird EA-shaped blind spot when it comes to AI. idgi

      It is true that "more diversity in code" probably means less turnkey spray-and-pray compromises, sure. Probably.

      It also means that the models themselves become targets. If your models start building the same generated code with the same vulnerability, how're you gonna patch that?

      • kay_o 11 days ago

        > start building the same generated code with the same vulnerability

        This situation is pretty funny to me. Some of my friends who arent technical tried vibe coding and showed me what they built and asked for feedback

        I noticed they were using Supabase by default, pointed out that their database was completely open with no RLS

        So I told them not to use Supabase in that way, and they asked the AI (various diff LLMs) to fix it. One example prompt I saw was: please remove Supabase because of the insecure data access and make a proper secure way.

        Keep in mind, these ppl dont have a technical background and do not know what supabase or node or python is. They let the llm install docker, install node, etc and just hit approve on "Do you want to continue? bash(brew install ..)"

        Whats interesting is that this happened multiple times with different AI models. Instead of fixing the problem the way a developer normally would like moving the database logic to the server or creating proper API endpoints it tried to recreate an emulation of Supabase, specifically PostgREST in a much worse and less secure way.

        The result was an API endpoint that looked like: /api/query?q=SELECT * FROM table WHERE x

        In one example GLM later bolted on a huge "security" regular expression that blocked , admin, updateadmin, ^delete* lol

        • sans_souse 11 days ago

          As a general hobbyist-type, I can attest to the above post, it is 100% valid and accurate.

          This entire process is something anyone can test and reproduce; I was definitely steered towards both vercel and supabase by gemini. It isn't model specific.

        • habinero 11 days ago

          > The result was an API endpoint that looked like: /api/query?q=SELECT * FROM table WHERE x

          Ahhhhhhhgh. If I ever make that cybersecurity house of horrors, that's going in it

  • lmm 11 days ago

    Is that bad? I would think having everyone on the same handful of platforms should make securing them easier (and means those platforms have more budget to to so), and with fewer but bigger incidents there's a safety-of-the-herd aspect - you're unlikely to be the juiciest target on Vercel during the vulnerability window, whereas if the world is scattered across dozens or hundreds of providers that's less so.

    • leduyquang753 11 days ago

      When everyone uses the same handful of platforms, then everyone becomes the indirect target and victim of those big incidents. The recent AWS and Cloudflare outages are vivid examples. And then the owners of those platforms target everyone with their enshittification as well to milk more and more money.

  • slashdave 11 days ago

    I'm not against making agents scapegoats, but this is a problem found among humans as well.

  • mvkel 11 days ago

    That's only looking at half of the equation.

    That lack of diversity also makes patches more universal, and the surface area more limited.

  • btown 11 days ago

    "Nobody ever got fired for putting their band page on MySpace."

  • andersmurphy 11 days ago

    That's the irony of Mythos. It doesn't need to exist. LLM vibe slop has already eroded the security of your average site.

    • egeozcan 11 days ago

      Self fulfilling prophecy: You don't need to secure anything because it doesn't make a difference, as Mythos is not just a delicious Greek beer, but also a super-intelligent system that will penetrate any of your cyber-defenses anyway.

    • wonnage 11 days ago

      Conspiracy theory: they intentionally seeded the world with millions of slop PRs and now they’re “catching bugs” with Mythos

nettlin 11 days ago

They just added more details:

> Indicators of compromise (IOCs)

> Our investigation has revealed that the incident originated from a third-party AI tool whose Google Workspace OAuth app was the subject of a broader compromise, potentially affecting hundreds of its users across many organizations.

> We are publishing the following IOC to support the wider community in the investigation and vetting of potential malicious activity in their environments. We recommend that Google Workspace Administrators and Google Account owners check for usage of this app immediately.

> OAuth App: 110671459871-30f1spbu0hptbs60cb4vsmv79i7bbvqj.apps.googleusercontent.com

https://vercel.com/kb/bulletin/vercel-april-2026-security-in...

  • ryanscio 11 days ago

    https://x.com/rauchg/status/2045995362499076169

    > A Vercel employee got compromised via the breach of an AI platform customer called http://Context.ai that he was using.

    > Through a series of maneuvers that escalated from our colleague’s compromised Vercel Google Workspace account, the attacker got further access to Vercel environments.

    > We do have a capability however to designate environment variables as “non-sensitive”. Unfortunately, the attacker got further access through their enumeration.

    > We believe the attacking group to be highly sophisticated and, I strongly suspect, significantly accelerated by AI. They moved with surprising velocity and in-depth understanding of Vercel.

    Still no email blast from Vercel alerting users, which is concerning.

    • _pdp_ 11 days ago

      > We believe the attacking group to be highly sophisticated and, I strongly suspect, significantly accelerated by AI. They moved with surprising velocity and in-depth understanding of Vercel.

      Blame it on AI ... trust me... it would have never happened if it wasn't for AI.

    • gherkinnn 11 days ago

      > We believe the attacking group to be highly sophisticated and, I strongly suspect, significantly accelerated by AI.

      Reads like the script of a hacker scene in CSI. "Quick, their mainframe is adapting faster than I can hack it. They must have a backdoor using AI gifs. Bleep bleep".

    • cowsup 11 days ago

      > Still no email blast from Vercel alerting users, which is concerning.

      On the one hand, I get that it's a Sunday, and the CEO can't just write a mass email without approval from legal or other comms teams.

      But on the other hand... It's Sunday. Unless you're tuned-in to social media over the weekend, your main provider could be undergoing a meltdown while you are completely unaware. Many higher-up folks check company email over the weekend, but if they're traveling or relaxing, social media might be the furthest thing from their mind. It really bites that this is the only way to get critical information.

      • gk1 11 days ago

        > On the one hand, I get that it's a Sunday, and the CEO can't just write a mass email without approval from legal or other comms teams

        This is not how things work. In a crisis like this there is a war room with all stakeholders present. Doesn’t matter if it’s Sunday or 3am or Christmas.

        And for this company specifically, Guillermo is not one to defer to comms or legal.

        • brobdingnagians 11 days ago

          If he's not one to defer to Comms or legal, maybe this one is so bad that he's acting differently then he normally would

      • loloquwowndueo 11 days ago

        > the CEO can't just write a mass email without approval from legal or other comms teams.

        They can be brought in to do their job on a Sunday for an event of this relevance. They can always take next Friday off or something.

      • eclipticplane 11 days ago

        Has anyone actually gotten an email from Vercel confirming their secrets were accessed? Right now we're all operating under the hope (?) that since we haven't (yet?) gotten an email, we're not completely hosed.

        • loloquwowndueo 11 days ago

          Hope-based security should not be a thing. Did you rotate your secrets? Did you audit your platform for weird access patterns? Don’t sit waiting for that vercel email.

          • eclipticplane 11 days ago

            Of course rotated. But we don't even know when the secrets were stolen vs we were told, so we're missing a ton of info needed to _fully_ triage.

          • lelanthran 11 days ago

            > Did you rotate your secrets?

            For most secrets they are under your control so, sure, go ahead and rotate them, allowing the old version to continue being used in parallel with the new version for 30 minutes or so.

            For other secrets, rotation involves getting a new secret from some upstream provider and having some services (users of that secret) fail while the secret they have in cache expires.

            For example, if your secret is a Stripe key; generating a new key should invalidate the old one (not too sure, I don't use Stripe), at which point the services with the cached secret will fail until the expiry.

        • ItsClo688 11 days ago

          nope...I feel u, the "Hope-based security" is exactly what Vercel is forcing on its users right now by prioritizing social media over direct notification.

          If the attacker is moving with "surprising velocity," every hour of delay on an email blast is another hour the attacker has to use those potentially stolen secrets against downstream infrastructure. Using Twitter/X as a primary disclosure channel for a "sophisticated" breach is amateur hour. If legal is the bottleneck for a mass email during an active compromise, then your incident response plan is fundamentally broken.

      • steve1977 11 days ago

        > the CEO can't just write a mass email without approval from legal or other comms teams

        Wouldn't the CEO be... you know... the chief executive?

        • hvb2 11 days ago

          Sure, and the reason he is is because he DOES check stuff like this before sending it out.

          Top leaders excel because they assemble a team around them they trust. You can't do everything yourself, you need to delegate. And having people in those positions also means you shouldn't be acting alone or those people will not stick around

          • steve1977 11 days ago

            I disagree. In a crisis, a leader should take the lead and make decisions. If he/she is not able to that on their own, they are in the wrong place.

            Now I will agree that there are many executives like the ones you describe. But they are not top leaders.

            • scott_w 11 days ago

              So you’re telling me a CEO must also be a practicing lawyer? Because any other option is how you guarantee your company gets sued into oblivion.

              • steve1977 11 days ago

                First of all, I would expect a top leader to be prepared for scenarios like this (including templates of customer communication).

                And yeah, I would expect a CEO to have enough legal knowledge to handle such a situation (customer communication) on his own.

                But I also have to mentioned that I'm not in the US. Not every country has the litigation system of the US where you can basically destroy a company because you as the customer are too dumb to not spill hot coffee over yourself.

                • arvyy 11 days ago

                  > you as the customer are too dumb to not spill hot coffee over yourself

                  presuming you're referring to the hot coffee lawsuit, maybe read details of the story. McDonalds wasn't at all blameless, and the plaintiff had reasonable demands

                • scott_w 11 days ago

                  You expect the CEO of a company to have the legal depth of knowledge AND knowledge of all their customers, contracts and SLAs to be able to wing a communication and not somehow trip over all of that? They also should understand every possible legal jurisdiction that could be affected? You realise even the head of their legal department (a HIGHLY competent lawyer) likely wouldn’t say there could do that without speaking to the key people in their team?

                  Should the CEO also bang out some dev estimates for the roadmap because, hey, they should be competent enough to do something like that. Why not submit the accounts for the year? How hard can it be, just reading a few lines off their Sage or Quickbooks accounts?

                  • scott_w 11 days ago

                    Let me be more clear on what I mean by “wing it,” because “having templates” doesn’t really cut it. Anyone can bang out a “we have a problem” template, so why does the CEO need to attach their name to it? Once you’re at the point of needing a CEO to communicate, you have a specific problem, with its own specific impacts that a single person can not be expected to have enough depth of knowledge in their brain to actually talk about without involving their domain experts, including legal, technical, whatever the situation needs.

                    • Orygin 10 days ago

                      > can not be expected to have enough depth of knowledge in their brain to actually talk about

                      What is the use of a CEO if not to have enough depth of knowledge about the different aspects of running a business?

                      Like what? Poor little CEO that doesn't understand anything about the world and how to run a company. Seems like helplessness is expected at every stage.

                      • scott_w 10 days ago

                        > What is the use of a CEO if not to have enough depth of knowledge about the different aspects of running a business?

                        Bit of a difference between “having depth of knowledge in their business” and “can speak off-the-cuff with the necessary accuracy to remain in compliance with every contract and legal jurisdiction their organisation is engaged in, without consulting the numerous domain experts they employ for just this purpose,” isn’t there.

                        Also, such a situation that requires the CEO’s direct attention has already gone FAR beyond your standard incidents where you can throw out a pre written statement. Do you want your organisation just cuffing it from the top down? Are you Elon Musk in disguise?

                  • Orygin 10 days ago

                    What use is a CEO if they can't take the lead in times like this?

                    If they are unprepared frankly they suck as CEO and should be thrown out. If only competency was a requirement for these jobs...

                    • hvb2 8 days ago

                      Take the lead couldn't be more different than act by themselves.

                      Take the lead, yes they should be able to as that's the job pretty much.

                      Act by themselves, sure they can make decisions in small cases. But on big things you hear everybody's input, weigh it, and only if needed, cast the deciding vote.

                    • scott_w 10 days ago

                      That’s not what I said though, is it?

      • refulgentis 11 days ago

        I'm going down with the ship over on X.com the Everything App. There's a parcel of very important tech people that are running some playbook where posting to X.com is sufficient enough to be unimpeachable on communication, despite its rather beleaguered state and traffic.

      • nnurmanov 11 days ago

        Usually, companies have procedures for such events. But most do not.

        • gnabgib 11 days ago

          Usually have procedures, but most don't? Say again

          • wombatpm 11 days ago

            The disaster plan says there is a process, but it has never been used and is probably outdated. Chances are the social media strategy requires posting on the Facebook and updating key Circles on Google+

          • nnurmanov 9 days ago

            Yes, they say we have backup procedures, but have they ever tested that the backups work? They write procedures to please auditors:)

    • UltraSane 11 days ago

      Production network control plane must be completely isolated from the internet with a separate computer for each. The design I like best is admins have dedicated admin workstations that only ever connect to the admin network, corporate workstations, and you only ever connect to the internet from ephemeral VMs connected via RDP or similar protocol.

    • ptx 11 days ago

      > an AI platform customer called http://Context.ai that he was using

      Hmm? Who is the customer in this relationship? Is Vercel using a service provided by Context.ai which is hosted on Vercel?

    • pier25 10 days ago

      Surprising velocity? It appears the hackers had the oauth key for a month.

  • loloquwowndueo 11 days ago

    The actual app name would be good to have. Understandable they don’t want to throw them under the bus but it’s just delaying taking action by not revealing what app/service this was.

  • cebert 11 days ago

    I don’t understand why they can’t just directly name the responsible app as it will come out eventually.

  • slopinthebag 11 days ago

    Idk exactly how to articulate my thoughts here, perhaps someone can chime in and help.

    This feels like a natural consequence of the direction web development has been going for the last decade, where it's normalised to wire up many third party solutions together rather than building from more stable foundations. So many moving parts, so many potential points of failure, and as this incident has shown, you are only as secure as your weakest link. Putting your business in the hands of a third party AI tool (which is surely vibe-coded) carries risks.

    Is this the direction we want to continue in? Is it really necessary? How much more complex do things need to be before we course-correct?

    • lijok 11 days ago

      This isn't a web development concept. It's the unix philosophy of "write programs that do one thing and do it well" and interconnect them, being taken to the extremes that were never intended.

      We need a different hosting model.

      • pianopatrick 11 days ago

        Just throwing it out there - the Unix way to write software is often revered. But ideas about how to write software that came from the 1970s at Bell Labs might not be the best ideas for writing software for the modern web.

        Instead of "programs that do one thing and do it well", "write programs which are designed to be used together" and "write programs to handle text streams", I might go with a foundational philosophy like "write programs that are do not trust the user or the admin" because in applications connected to the internet, both groups often make mistakes or are malicious. Also something like "write programs that are strict on which inputs they accept" because a lot of input is malicious.

        • mpyne 11 days ago

          The Unix model wasn't simply do one thing and do it well.

          It was also a different model on ownership and vetting of those focused tools. It might have been a model of having the single source tree of an old UNIX or BSD, where everything was managed as a coherent whole from grep to cc all the way to X11. Or it might have been the Linux distribution model of having dedicated packagers do the vetting to piecemeal packages into more of a bazaar, even going so far as to rip scripting language bundles into their component pieces as for Python and Perl.

          But in both of those models you were put farther away from the third-party authors bringing software into the open-source (and proprietary) supply chains.

          This led to a host of issues with getting new software to users and with a fractal explosion of different versions of software dependencies to potentially have to work around, which is one reason we saw the explosion of NPM and Cargo and the like. Especially once Docker made it easy to go straight from stitching an app together with NPM on your local dev seat to getting it deployed to prod.

          But the issue isn't with focused tooling as much as it is with hewing more closely to the upstream who could potentially be subverted in a supply chain attack.

          After all, it's not as if people never tried to do this with Linux distros (or even the Linux kernel itself -- see for instance https://linux.slashdot.org/story/03/11/06/058249/linux-kerne... ). But the inherent delay and indirection in that model helped make it less of a serious risk.

          But even if you only use 1 NPM package instead of 100, if it's a big enough package you can assume it's going to be a large target for attacks.

        • lelanthran 11 days ago

          > Just throwing it out there - the Unix way to write software is often revered. But ideas about how to write software that came from the 1970s at Bell Labs might not be the best ideas for writing software for the modern web.

          GP said it's about taking the Unix philosophy to extremes, you say something different.

          Anything taken to extremes is bad; the key word there is "extremes". There is nothing wrong with the Unix philosophy, as "do one thing and do it well" never meant "thousands of dependencies over which you have no control, pulled in without review or thought".

        • uecker 11 days ago

          I do not see what this has to do with Unix. The problem is not that programs interoperate or handle text streams, the problem is a) the supply chain issues in modern web-software (and thanks to Rust now system-level) development and b) that web applications do not run under user permissions but work for the user using token-based authentication schemes.

      • steve1977 11 days ago

        I guess we failed at the "do it well" step.

      • esseph 11 days ago

        > We need a different hosting model.

        There really isn't an option here, IMO.

        1. Somebody does it

        2. You do it

        Much happier doing it myself tbh.

        • fragmede 11 days ago

          There's a lot of wiggle room on how you define "it". At the ends of the spectrum it's obvious, but in the middle it gets a bit sticky.

      • slopinthebag 11 days ago

        In my mind the unix philosophy leads to running your cloud on your own hardware or VPS's, not this.

        • bdangubic 11 days ago

          exactly this, write - not use some sh*t written by some dude from Akron OH 2 years ago”

          • arcfour 11 days ago

            That's why I wrote my own compiler and coreutils. Can't trust some shit written by GNU developers 30 years ago.

            And my own kernel. Can't trust some shit written by a Finnish dude 30 years ago.

            And my own UEFI firmware. Definitely can't trust some shit written by my hardware vendor ever.

            • slopinthebag 11 days ago

              Yeah definitely no difference between GNU coreutils and some vibe coded AI tool released last month that wants full oAuth permissions.

              • eddythompson80 11 days ago

                I’m not joking, but weirdly enough, that’s what most AI arguments boil down to. Show me what the difference is while I pull up the endless CVE list of which ever coreutils package you had in mind. It’s a frustrating argument because you know that authors of coreutils-like packages had intentionality in their work, while an LLM has no such thing. Yet at the end, security vulnerabilities are abundant in both.

                The AI maximalists would argue that the only way is through more AI. Vibe code the app, then ask an LLM to security review it, then vibe code the security fixes, then ask the LLM to review the fixes and app again, rinse and repeat in an endless loop. Same with regressions, performance, features, etc. stick the LLM in endless loops for every vertical you care about.

                Pointing to failed experiments like the browser or compiler ones somehow don’t seem to deter AI maximalists. They would simply claim they needed better models/skills/harness/tools/etc. the goalpost is always one foot away.

                • uecker 11 days ago

                  "endless list of CVE" seems rather exaggerated for coreutils. There are only very few CVEs in the last decade and most seem rather harmless.

                • rzzzt 11 days ago

                  Now I'd genuinely like to know whether "yes" had a CVE assigned, not sure how to search for it though...

                • arcfour 11 days ago

                  I wouldn't describe myself as an AI maximalist at all. I just don't believe the false dichotomy of you either produce "vulnerable vibe coded AI slop running on a managed service" or "pure handcrafted code running on a self hosted service."

                  You can write good and bad code with and without AI, on a managed service, self-hosted, or something in between.

                  And the comment I was replying to said something about not trusting something written in Akron, OH 2 years ago, which makes no sense and is barely an argument, and I was mostly pointing out how silly that comment sounds.

                  • eddythompson80 11 days ago

                    I used to believe that too, yet the dichotomy is what’s being pushed by what I called an “AI maximalist” and it’s what I was pushing against.

                    There is no “I wrote this code with some AI assistance” when you’re sending 2k line change PR after 8 minutes of me giving you permission on the repo. That’s the type of shit I’m dealing with and management is ecstatic at the pace and progress and the person just looks at you and say “anything in particular that’s wrong or needs changing? I’m just asking for a review and feedback”

                • slopinthebag 11 days ago

                  It's such a bad faith argument, they basically make false equivalencies with LLMs and other software. Same with the "AI is just a higher level compiler" argument. The "just" is doing a ton of heavy lifting in those arguments.

                  Regarding the unix philosophy argument, comparing it to AI tools just doesn't make any sense. If you look at what the philosophy is, it's obvious that it doesn't just boil down to "use many small tools" or "use many dependencies", it's so different that it not even wrong [0].

                  In their Unix paper of 1974, Ritchie and Thompson quote the following design considerations:

                  - Make it easy to write, test, and run programs.

                  - Interactive use instead of batch processing.

                  - Economy and elegance of design due to size constraints ("salvation through suffering").

                  - Self-supporting system: all Unix software is maintained under Unix.

                  In what way does that correspond to "use dependencies" or "use AI tools"? This was then formalised later to

                  - Write programs that do one thing and do it well.

                  - Write programs to work together.

                  - Write programs to handle text streams, because that is a universal interface.

                  This has absolutely nothing in common with pulling in thousands of dependences or using hundreds of third party services.

                  Then there is the argument that "AI is just a higher level compiler". That is akin to me saying that "AI is just a higher level musical instrument" except it's not, because it functions completely differently to musical instruments and people operate them in a completely different way. The argument seems to be that since both of them produce music, in the same way both a compiler and LLM generate "code", they are equivalent. The overarching argument is that only outputs matter, except when they don't because the LLM produces flawed outputs, so really it's just that the outputs are equivalent in the abstract, if you ignore the concrete real-world reality. Using that same argument, Spotify is a musical instrument because it outputs music, and hey look, my guitar also outputs music!

                  0: https://en.wikipedia.org/wiki/Not_even_wrong

              • brookst 11 days ago

                So it’s not a binary thing, there’s context and nuance?

              • arcfour 11 days ago

                Embrace the suck.

            • steve1977 11 days ago

              cue Jeopardy theme song

              Who is Apple?

            • DASD 11 days ago

              TempleOS, is that you?

      • 0xbadcafebee 11 days ago

        It's not a hosting model, it's a fundamental failure of software design and systems engineering/architecture.

        Imagine if cars were developed like websites, with your brakes depending on a live connection to a 3rd party plugin on a website. Insanity, right? But not for web businesses people depend on for privacy, security, finances, transportation, healthcare, etc.

        When the company's brakes go out today, we all just shrug, watch the car crash, then pick up the pieces and continue like it's normal. I have yet to hear a single CEO issue an ultimatum that the OWASP Top 10 (just an example) will be prevented by X date. Because they don't really care. They'll only lose a few customers and everyone else will shrug and keep using them. If we vote with our dollars, we've voted to let it continue.

  • newdee 11 days ago

    It looks like the app has already been deleted

toddmorey 11 days ago

I've been part of a response team on a security incident and I really feel for them. However, this initial communication is terrible.

Something happened, we won't say what, but it was severe enough to notify law enforcement. What floors me is the only actionable advice is to "review environment variables". What should a customer even do with that advice? Make sure the variable are still there? How would you know if any of them were exposed or leaked?

The advice should be to IMMEDIATELY rotate all passwords, access tokens, and any sensitive information shared with Vercel. And then begin to audit access logs, customer data, etc, for unusual activity.

The only reason to dramatically overpay for the hosting resources they provide is because you expect them to expertly manage security and stability.

I know there is a huge fog of uncertainly in the early stages of an incident, but it spooks me how intentionally vague they seem to be here about what happened and who has been impacted.

  • birdsongs 11 days ago

    Seriously. Why am I reading about this here and not via an email? I've been a paying customer for over a year now. My online news aggregator informs me before the actual company itself does?

    • shimman 11 days ago

      Please remember that this is the same company that couldn't figure out how to authorize 3rd party middleware and had, with what should be a company ending, critical vulnerability .

      Oh and the owner likes to proudly remind people about his work on Google AMP, a product that has done major damage to the open web.

      This is who they are: a bunch of incompetent engineers that play with pension funds + gulf money.

    • 1970-01-01 11 days ago

      I just deleted my account. Their laid-back notice just is not worth it anymore. I will hold them accountable using my cash. You can get out with me. Let their apologies hit your spam filter. They need to be better prepared to react to the storm of insanity that comes with a breach or they lose my info (lose it twice, I guess..)

    • salomonk_mur 11 days ago

      Says they emailed affected customers...

  • btown 11 days ago

    Via the incident page:

    > Environment variables marked as "sensitive" in Vercel are stored in a manner that prevents them from being read, and we currently do not have evidence that those values were accessed. However, if any of your environment variables contain secrets (API keys, tokens, database credentials, signing keys) that were not marked as sensitive, those values should be treated as potentially exposed and rotated as a priority.

    https://vercel.com/kb/bulletin/vercel-april-2026-security-in... as of 4:22p ET

    • aziaziazi 11 days ago

      The “sensitive” toggle is off by default. I’m curious about the rationale, what's the benefit of this default for users and/or Vercel?

      https://vercel.com/docs/environment-variables/sensitive-envi...

      • throw03172019 11 days ago

        Simpler for vibe coders.

      • loloquwowndueo 11 days ago

        Sensitive environment variables are environment variables whose values are non-readable once created.

        So they are harder to introspect and review once set.

        It’s probably good practice to put non-secret-material in non-sensitive variables.

        (Pure speculation, I’ve never used Vercel)

        • _heimdall 11 days ago

          I have used Vercel though prefer other hosts.

          There are cases where I want env variables to be considered non-secure and fine to be read later, I have one in a current project that defines the email address used as the From address for automated emails for example.

          In my opinion the lack of security should be opt-in rather than opt-out though. Meaning it should be considered secure by default with an option to make it readable.

    • jtchang 11 days ago

      How does the app read the variable if it can't be read after you input it? Or do they mean you can't view it after providing the variable value to the UI?

      • ctmnt 11 days ago

        They mean the latter. Very unclear how that translates to meaningful security.

        • btown 10 days ago

          You could have a meaningful wall between administrative/deployment interface backends and the customer server backends - only the latter get access to services that have the private keys to decrypt the at-rest storage of secure variables, and this may be fully isolated to different control planes. So it becomes write-but-not-read.

          But that's just a bare-minimum defense-in-depth. The fact that an attacker was able to access the insecure variables, and likely the names of secure variables, is still horrifying.

          • ctmnt 10 days ago

            I agree / hope that’s what they meant. It seems disingenuous, though, to describe it as unreadable, since obviously something has to read it to bake it into the deploy. And given their apparent lack of effective security boundaries in one area, why should we assume that they’ve got the deploy system adequately locked down?

            It’s not like I had a ton of trust in them before, but now they’ve lost almost all credibility.

  • gherkinnn 11 days ago

    Last year Vercel bungled the security response to a vulnerability in Next's middleware. This is nothing new.

    https://news.ycombinator.com/item?id=43448723

    https://xcancel.com/javasquip/status/1903480443158298994

  • tcp_handshaker 11 days ago

    Security is hard and there are only three vendors I trust: AWS, Google and IBM ( yes IBM ). Anything else is just asking for trouble.

    • esseph 11 days ago

      Having worked both public and private, I can agree with this.

      Google in particular has been staggeringly good, and don't sleep on IBM when they Actually Care.

    • dd_xplore 11 days ago

      Oracle too

      • gustavus 11 days ago

        Oracle? Oracle?

        The Oracle that published an announcement that said "we didn't get hacked" when the hackers had private customer info?

        The Oracle that does not allow you to do any security testing on their software unless you use one of their approved vendors?

        The Oracle that one of my customers uses where they have to turn off the HR portal for 2 weeks before annual performance evaluations because there is no way to prevent people from seeing things?

        The only reason Oracle isn't having nightmarish security problems published every other week is because they threaten to sue anyone that does find an issue.

        Oracle is a joke in every conceivable way and I despise them on a personal level.

  • 0xmattf 11 days ago

    > The only reason to dramatically overpay for the hosting resources they provide is because you expect them to expertly manage security and stability.

    This and because it's so convenient to click some buttons and have your application running. I've stopped being lazy, though. Moved everything from Render to linode. I was paying render $50+/month. Now I'm paying $3-5.

    I would never use one of those hosting providers again.

    • nightski 11 days ago

      Looking at linode, those prices get you an instance with 1Gb of ram and a mediocre CPU. So you are running all of your applications on that?

      • 0xmattf 11 days ago

        Personal projects/MVPs/small projects? Absolutely. For what I'm running, there's no reason to need anything beyond that.

        The point is, I used to just throw everything up on a PaaS. Heroku/Render, etc. and pay way more than I needed to, even if I had 0 users, lol.

      • lelanthran 11 days ago

        > Looking at linode, those prices get you an instance with 1Gb of ram and a mediocre CPU. So you are running all of your applications on that?

        I ran a LoB webapp for multiple companies on a similar setup. Turns out 1GB of RAM is insufficient to run even the most trivial Java webapps, like Jenkins, but is more than sufficient for even non-trivial things using Go + PostgreSQL.

        Your stack may be slow, not the machine.

      • Orygin 10 days ago

        Most of my services run with 1vCPU and 512Mb of ram. You don't need huge specs for most normal applications.

      • adhamsalama 11 days ago

        For $3.5, Hetzner gives 2 vCPU, 4GB RAM, 40 GB SSD, and 10 TB of bandwidth.

        • eatery1234 11 days ago

          Pretty oversold iirc, but then again, that's the same for Linode

          • normie3000 11 days ago

            Do you mean these are shared instances, and the stated resources are not actually available?

        • skeeter2020 11 days ago

          how much work should the GP do to migrate if Linode is good enough, to potentially save up to $1.50/month (or spend 50 cents more)?

    • cleaning 11 days ago

      If you're only paying $3-5 on Linode then your level of usage would probably be comfortably at $0 on Vercel.

      • 0xmattf 11 days ago

        It could be $0 on Render too, but then there's going to be a 3 minute load time for a landing page to become visible, lol. So if you don't want your server to sleep, you're going to have to pay $20/month.

        Does Vercel do the same?

        • somewhatgoated 11 days ago

          No, I run several small websites on Vercel for free for years, always served static pages very quickly

          • 0xmattf 10 days ago

            Static pages, sure. But what do you do if you want a contact form or something? Yeah, you can use services like formspree, but then you may end up paying $20/month for that alone. Perhaps I'm just ignorant.

          • anurag 11 days ago

            Render offers free static sites that are served via a CDN and load instantly: https://render.com/docs/static-sites

            • 0xmattf 10 days ago

              When I said landing page, I had contact forms and more in mind, not documentation sites.

              But that is news to me. Interesting. Although for static sites, I always use Netlify or even GitHub pages.

        • cleaning 11 days ago

          No.

      • arch-choot 11 days ago

        Repeating a prior comment I've made about this[0]: I run a rust webserver on a €4 VPS from hetzner that serves 300M (million) requests a day.

        From what I can figure out, Vercel charges "$0.60 per million invocations" [1], which would cost me $180 per day.

        [0] https://news.ycombinator.com/item?id=47611454 [1] https://vercel.com/docs/functions/usage-and-pricing#invocati...

        • mmastrac 10 days ago

          I run a Rust webserver on a literal Pi3 in my basement and I think I managed to bench it up >1000 rps for standard loads. And that includes a bunch of tanvity querying as well.

          I suspect I could do 3000+ rps with some tuning and a more modern CPU or hetzner VPS, but there's some fun cachet from running on an old Pi while there's still headroom.

      • esseph 11 days ago

        Makes sense considering the quality of Vercel's security response and customer communication.

      • 00deadbeef 11 days ago

        What if they have an actual back-end with long-running processes and scheduled tasks?

    • p_stuart82 11 days ago

      exactly people paid the premium so somebody else's OAuth screwup wouldn't become their Sunday. and here we are.

  • rybosome 11 days ago

    Completely agreed. At minimum they should be advising secret rotation.

    The only possibility for that not being a reasonable starting point is if they think the malicious actors still have access and will just exfiltrate rotated secrets as well. Otherwise this is deflection in an attempt to salvage credibility.

  • lo1tuma 11 days ago

    Yeah, given there insane pricing I think the expectations can be higher. Although I know it is impossible to provide 100% secure system, but if something like that happens, then the communication should at least be better. Don’t wait until you have talked to the lawyers... inform your customers first, ideally without this cooperate BS speak, most vercel customers are probably developers, so they understand that incidents like this can happen, just be transparent about it

  • elmo2you 11 days ago

    Welcome to the show.

    While a different kind of incident (in hindsight), the other week Webflow had a serious operational incident.

    Sites across the globe going down (no clue if all or just a part of them). They posted plenty of messages, I think for about 12 hours, but mostly with the same content/message: "working on fixing this with an upstream provider" (paraphrased). No meaningful info about what was the actual problem or impact.

    Only the next day did somebody write about what happened. Essentially a database running out of storage space. How that became a single point of failure, to at least plenty of customers: no clue. Sounds like bad architecture to me though. But what personally rubbed me the wrong way most of all, was the insistence on their "dashboard" having indicated anything wrong with their database deployment, as it allegedly had misrepresented the used/allocated storage. I don't who this upstream service provider of Webflow is, but I know plenty about server maintenance.

    Either that upstream provider didn't provide a crucial metric (on-disk storage use) on their "dashboard", or Webflow was throwing this provider under the bus for what may have been their own ignorant/incompetent database server management. I guess it all depends to which extend this database was a managed service or something Webflow had more direct control over. Either way, with any clue about the provider or service missing from their post-mortem, customers can only guess as to who was to blame for the outage.

    I have a feeling that we probably aren't the only customer they lost over this. Which in our case would probably not have happened, if they had communicated things in a different way. For context: I personally would never need nor recommend something like Webflow, but I do understand why it might be the right fit for people in a different position. That is, as long as it doesn't break down like it did. I still can't quite wrap my head around that apparent single point of failure for a company the size of Webflow though.

    /anecdote

ivansenic 11 days ago

There are 3 main questions here:

1) Vercel rolled out sensitive secrets on February 1, 2024, why were not all existing env vars transitioned to sensitive type? Why was there any assumption that any secret added as env var before that date was still OK to be left as "non-sensitive".

2) How was actually the Google workspace account was compromised? If context.ai was the originating issue, what actually led to the takeover? Were there too many access privileges given to the Google Workspace token context.ai had, or was there actually a workstation takeover here?

3) And finally why the hack a compromised Google Workspace account lead to someone having access to bunch of customer projects? Were is the connection? I don't get this..

  • tetrakai 10 days ago

    I can't comment about 1, but my read of 2 and 3 is that the chain was something like this:

    1. One or more Vercel employees - likely engineers - grant OAuth access to context.ai. They presumably did this for office-suite style features, but the OAuth request included a GCP grant for some reason, maybe laziness on context.ai's part or planned future features? Either way, Google's OAuth flow has little differentiation between "office suite" scopes and "cloud platform" scopes, so this may not have been particularly obvious to those at Vercel

    2. context.ai's AWS account was compromised (unspecified how), and the Google OAuth tokens they had for customer accounts, including those for at least one Vercel employee, were taken

    3. Those OAuth token(s) were used to authenticate to the GCP APIs as those Vercel employees, then allowing access to Vercel's DBs, and therefore access to customer data and secrets

  • ethbr1 10 days ago

    Taking this at face value: https://www.infostealers.com/article/breaking-vercel-breach-...

       Context.ai employee searches for Roblox exploits on web
       -> Context.ai support access breached by malware
       -> Vercel privileged employee account who uses Context.ai breached
       -> Vercel customer secrets breached
    
    Tl;dr - insufficient endpoint protection and activity detection at Context.ai (big surprise!) + insufficient privileged account isolation at Vercel
  • pier25 10 days ago

    Regarding 1, from another comment it seems NeonDB env vars are not sensitive by default.

    https://news.ycombinator.com/item?id=47832692

_jab 11 days ago

> Vercel did not specify which of its systems were compromised

I’m no security engineer, but this is flatly unacceptable, right? This feels like Vercel is covering its own ass in favor of helping its customers understand the impact of this incident.

  • hyperadvanced 11 days ago

    I dunno. If I work on GitHub and I say “obscure subsystem X” has been breached, it’s no more useful than the level of specificity that Vercel has already given (“some customer environments have been compromised”)

jtreminio 11 days ago

I'm on a macbook pro, Google Chrome 147.0.7727.56.

Clicking the Vercel logo at the top left of the page hard crashes my Chrome app. Like, immediate crash.

What an interesting bug.

  • embedding-shape 11 days ago

    Huh, curiously; I'm on Arch Linux, crash happens in Google Chrome (147.0.7727.101) for me too, but not in Firefox (149.0.2) nor even in Chromium (147.0.7727.101).

    I find it fun we're all reading a story how Vercel likely is compromised somehow, and managed to reproduce a crash on their webpage, so now we all give it a try. Surely could never backfire :)

  • bel8 11 days ago

    Sadly I coudn't make Chrome crash here. Would be fun.

    Chrome Version 147.0.7727.101 (Official Build) (64-bit). Windows 11 Pro.

    Video: https://imgur.com/a/pq6P4si

    I use uBlock Origin Lite. Maybe it blocks some crash causing script? edit: still no crash when I disabled UBO.

  • devld 11 days ago

    Reminds me of circa 2021 Chromium bug where opening the dropdown menu on GitHub would crash the entire system on Linux. At some point, it got fixed.

  • Malipeddi 11 days ago

    Same with Chrome on Windows 11. I opened the vercel home page using the url once after which it stopped crashing when clicking on the logo.

  • eclipticplane 11 days ago

    Same thing here, 147.0.7727.101, M3 Macbook Air. Immediate crash of all open profile windows, so not even a tab-level crash.

  • farnulfo 11 days ago

    Same hard crash on Chrome Windows 11

  • burnte 11 days ago

    I'm running 147.0.7727.57 and this doesn't happen. Macbook Air M5. VERY interesting.

  • plexicle 11 days ago

    MBP - M4 Max - Chrome 146.0.7680.178.

    No crash.

    Now I don't want to click that "Finish update" button.

    • 152334H 11 days ago

      if it does so happen that the crash originates from a browser exploit, you should expect to be more at risk due to the absence of a crash on an older version, not less

  • itaintmagic 11 days ago

    Do you have a chrome://crashes/ entry ?

nettlin 11 days ago

They just added more details:

> Indicators of compromise (IOCs)

> Our investigation has revealed that the incident originated from a third-party AI tool whose Google Workspace OAuth app was the subject of a broader compromise, potentially affecting hundreds of its users across many organizations.

> We are publishing the following IOC to support the wider community in the investigation and vetting of potential malicious activity in their environments. We recommend that Google Workspace Administrators and Google Account owners check for usage of this app immediately.

> OAuth App: 110671459871-30f1spbu0hptbs60cb4vsmv79i7bbvqj.apps.googleusercontent.com

https://vercel.com/kb/bulletin/vercel-april-2026-security-in...

MattIPv4 11 days ago

Related: https://news.ycombinator.com/item?id=47824426

https://x.com/theo/status/2045862972342313374

> I have reason to believe this is credible.

https://x.com/theo/status/2045870216555499636

> Env vars marked as sensitive are safe. Ones NOT marked as sensitive should be rolled out of precaution

https://x.com/theo/status/2045871215705747965

> Everything I know about this hack suggests it could happen to any host

https://x.com/DiffeKey/status/2045813085408051670

> Vercel has reportedly been breached by ShinyHunters.

  • otterley 11 days ago

    Who is this “theo” person and why are multiple people quoting him? He seems to have little to say that’s substantive at this point.

  • tom1337 11 days ago

    > Ones NOT marked as sensitive should be rolled out of precaution

    if it's not marked as sensitive (because it is not sensitive) there is no reason to roll them. if you must roll a insensitive env var it should've been sensitive in the first place, no?

    • jackconsidine 11 days ago

      There's a difference between sensitive, private and public. If public (i.e. NEXT_PUBLIC_) then yeah likely not a reason to roll. Private keys that aren't explicitly sensitive probably are still sensitive. It doesn't seem to be the default to have things "sensitive" and I can't tell if that's a new classification or has always been there.

      I can imagine the reason why an env variable would be sensitive, but need to be re-read at some point. But overwhelmingly it makes sense for the default to be set, and never access again (i.e. Fly env values, GCP secret manager etc)

eddythompson80 11 days ago

Am I reading this[1] correctly that they basically had that "compromised OAuth token" for a month now and it was only detected now when the attackers posted about it in a forum?

[1] https://context.ai/security-update

  • newdee 11 days ago

    > Vercel’s internal OAuth configurations appear to have allowed this action to grant these broad permissions in Vercel’s enterprise Google Workspace.

    This was an interesting tidbit too. If true, this means that Vercel’s IT/Infosec maybe didn’t bother enabling the allowlist and request/review features for OAuth apps in their Google Workspace.

    On top of that, they almost certainly didn’t enable the scope limits for unchecked OAuth apps (e.g limiting it to sign-on/basic profile scopes).

  • Maxious 11 days ago

    And that they engaged Crowdstrike for incident response... who missed OAuth tokens in the clear?

  • pier25 10 days ago

    A month? If true this is insane.

OsrsNeedsf2P 11 days ago

The lack of details makes me wonder how large this "subset" of users really is

  • gib444 11 days ago

    I remember working support and being told "always say 'subset' unless you absolutely know it's exactly 100% of customers" lol

    • jofzar 11 days ago

      Same, there was always very specific wording we had to use unless legal approved an exact number or scope.

  • bossyTeacher 11 days ago

    The lack of details itself is telling enough. Whatever comes out will be no doubt PR sanitised and some bigger clumps of truth won't make it through the PR process.

swingboy 11 days ago

Is this one of those situations where _a lot_ of customers are affected and the “subset” are just the bigger ones they can’t afford to lose?

  • toddmorey 11 days ago

    Conjecture, but the wording "limited subset" rarely turns out to be good news. Usually a provider will say "less than 1% of our users" or some specific number when they can to ease concerns. My guess is they don't have the visibility or they don't like the number.

    I feel for the team; security incidents suck. I know they are working hard, I hope they start to communicate more openly and transparently.

    • loloquwowndueo 11 days ago

      “Less than 1% of our users” means 10k affected users if you have 1 million users. 10k victims is a lot! Imagine “air travel is safe, only a subset of 1% of travellers die”

nike-17 11 days ago

Incidents like this are a good reminder of how concentrated our single points of failure have become in the modern web ecosystem. I appreciate the transparency in their disclosure so far, but it definitely makes you re-evaluate the risk profile of leaning entirely on fully managed PaaS solutions.

0xy 11 days ago

This is why you pay a real provider for serious business needs, not an AWS reseller. Next.js is a fundamentally insecure framework, as server components are an anti-pattern full of magic leading to stuff like the below. Given their standards for framework security, it's not hard to believe their business' control plane is just as insecure (and probably built using the same insecure framework).

Next.js is the new PHP, but worse, since unlike PHP you don't really know what's server side and what's client side anymore. It's all just commingled and handled magically.

https://aws.amazon.com/security/security-bulletins/rss/aws-2...

  • bakugo 11 days ago

    Next.js is the polar opposite of PHP, in a way.

    PHP was so simple and easy to understand that anyone with a text editor and some cheap shared hosting could pick it up, but also low level enough that almost nothing was magically done for you. The result was many inexperienced developers making really basic mistakes while implementing essential features that we now take for granted.

    Frameworks like Next.js take the complete opposite approach, they are insanely complex but hide that complexity behind layers and layers of magic, actively discouraging developers from looking behind the curtain, and the result is that even experienced developers end up shooting themselves in the foot by using the magical incantations wrong.

    • qudat 11 days ago

      Totally agree. Nextjs is a vehicle to sell their PaaS, every other feature is a coincidence.

      What’s worse is vercel corrupted the react devs and convinced them that RSC was a good idea. It’s not like react was strictly in good hands at Facebook but at least the team there were good shepherds and trying to foster the ecosystem.

    • 63stack 11 days ago

      PHP had plenty of magic and footguns, magic_quotes, register_globals, mysql_real_escape_string, errors with stacktraces leaking into the HTML output by default, and these are just from the top of my head.

  • embedding-shape 11 days ago

    > Next.js is the new PHP, but worse, since unlike PHP you don't really know what's server side and what's client side anymore. It's all just commingled and handled magically.

    Wasn't unheard of back in the day, that you leaked things via PHP templates, like serializing and adding the whole user object including private details in a Twig template or whatever, it just happened the other way around kind of. This was before "fat frontend, thin backend" was the prevalent architecture, many built their "frontends" from templates with just sprinkles of JavaScript back then.

  • sbarre 11 days ago

    People say "Next.js is the new PHP" because it's the most popular and prominent tooling out there, and so by sheer number of available targets it's the one that comes up the most when things go wrong like this.

    But there are more people trying to secure this framework and the underlying tools than there would be on some obscure framework or something the average company built themselves.

    Also "pay a real provider", what does that mean? Are you again implying that the average company should be responsible for _more_ of their own security in their hosting stack, not less?

    Most companies have _zero_ security engineers.. Using a vertically-integrated hosting company like Vercel (or other similar companies, perhaps with different tech stacks - this opinion has nothing to do with Next or Node) is very likely their best and most secure option based on what they are able to invest in that area.

  • zrn900 11 days ago

    The new PHP? PHP is the same PHP and it's still running 80% of the web to the point that even Reuters, NASA, White House are on it.

Izmaki 11 days ago

A "limited subset of customers" could be 99% of them and the phrase would still be technically true.

saadn92 11 days ago

ha, if anyone is interested, I wrote about how I migrated away from Vercel. good timing: https://saadnaveed.com/writing/vercel-to-hetzner/

tomaskafka 11 days ago

Vercel, a deployment shell script turned billion dollar company, turned global liability. A story older than time.

jtokoph 11 days ago

This announcement in its current form is quite useless and not actionable. As least people won’t be able to say “why didn’t you say something sooner?” They said _something_

jsomau 11 days ago

Neon, the Vercel recommended database storage integration, doesn't use the sensitive option for the environment variables it manages including the database connection string/password and need to be rotated then deleted and manually set up as sensitive.

adithyasrin 11 days ago

The original link posted in the post has almost same content: https://vercel.com/kb/bulletin/vercel-april-2026-security-in...

rrmdp 11 days ago

Use VPS, nowadays with the help of AI it's a lot easier to set everything up, you don't need Versel at all. And of course way cheaper

landl0rd 11 days ago

Wow, maybe Cloudflare can help them secure their systems? I hear they have a pretty good WAF.

kyle787 11 days ago

Context AI published a statement https://context.ai/security-update

> Last month, we identified and stopped a security incident involving unauthorized access to our AWS environment.

> Today, based on information provided by Vercel and some additional internal investigation, we learned that, during the incident last month, the unauthorized actor also likely compromised OAuth tokens for some of our consumer users.

arabsson 11 days ago

So, the Vercel post says a number of customers were impacted, but not everyone, and they will contact the people that were impacted. I wasn't contacted so does that mean I'm safe?

BrianneLee011 10 days ago

The real story isn't Vercel. It's that a Context.ai employee got infostealer'd in February and four months later that single compromise propagated through an 'Allow All' Google Workspace OAuth grant into Vercel's env vars. This is less a Vercel incident and more the chronic OAuth-supply-chain problem finally surfacing somewhere visible.

  • pier25 10 days ago

    How do you go from a Google Workspace to production env vars without Vercel doing something wrong?

  • ctmnt 10 days ago

    Not just into Vercel's env vars, but into Vercel's customer's env vars.

  • brazukadev 10 days ago

    The real story is Vercel letting users with access to their infrastructure install random apps not vetted by any security system.

  • ctmnt 10 days ago

    Where did you see that a Context employee had credentials stolen in February? I haven't run into that particular data point.

waldopat 10 days ago

While everyone is revoking OAuth apps, rotating API keys, and deleting Vercel accounts, this is a good reminder that the scary part is how short the path was from OAuth token to employee account to internal systems to customer secrets.

Many folks here likely have some stack that looks like: Google Workspace, GitHub, Vercel/Railway/Render/etc. where env vars or secrets are hosted. These are all loosely coupled but transitively trusted.

So compromising any one of them becomes a threat vector. In other words, if System A trusts System B, and System B trusts System C, then System A trusts System C. This is also why OpenClaw is frightening from a security perspective.

Also, this is a good reminder to run audits. Run `npm audit` on a typical Next.js project and you’ll probably see DoS vulnerabilities, ReDoS issues, Prototype pollution, code injection paths, handlebars etc. I'm sure you'll find something unexpected if you don't have routine code hygiene checks.

zuzululu 11 days ago

What is the rationale for using vercel ? I'm getting a lot of value out of cloudflare with the $5/month plan lately but my bare metal box with triple digit ram has seen zero downtime since 2015.

  • deaux 11 days ago

    They put a massive amount of VC cash into convincing people that Next.js was "the modern way" to create a website. Then they got lucky with the timing of LLMs becoming popular while they were the hot thing, leading LLMs to default to it when creating new websites. To picture that amount of VC cash - they're at Series F, and a huge chunk of that went towards marketing.

    Both have been changing as people realize it's rarely the right tool for the job, and as LLMs also become more intelligent and better at suggesting other, better options depending on what is asked for (especially Claude Opus).

    • apsurd 11 days ago

      I really want this to be true. nextjs is a nightmare. I'm eternally disgruntled.

      nextjs is also powerful due to AI. But the value is a robust interactive front-end, easily iterated, with maybe SSR backing, nothing specific to nextjs (it's routing semantics + React).

      So much complexity has gone into SSR. I hate 5MB client runtime just to read text as much as anyone, but not if the tradeoff is isomorphic env with magic file first-line incantations.

      • consumer451 11 days ago

        I have found SvelteKit really nice for SSR, and it avoids dealing with Vercel entirely.

        Recent Claude models do well with it, especially after adding the official skill.

        I have only recently started using it, so would love to hear about anyone else's experience.

    • autoexec 11 days ago

      > To picture that amount of VC cash - they're at Series F, and a huge chunk of that went towards marketing.

      I guess they should have put some of that marketing money into hiring someone to manage the security of their systems. It's pretty telling that they had to hire an "incident response provider" just to figure out what happened and clean up after the hack. If you treat security like something you don't have to worry about until after you've been hacked you're probably going to get hacked.

      • habinero 11 days ago

        > they had to hire an "incident response provider" just to figure out what happened and clean up after the hack

        Plenty to criticize them for, but that's totally standard and not something to ding them for. Probably something their cyber insurance has in their contract.

        Forensics is its own set of skills, different from appsec and general blue team duties. You really want to make sure no backdoors got left in.

    • mrits 11 days ago

      So glad I decided to just stick with django/htmx on my project a few years ago. I invested a little time into nextjs and came to the conclusion that this can't be the way.

    • gitgud 11 days ago

      I don’t think they “got lucky”. nextjs is an old project now, and for a long time it was the simplest framework to run a React website.

      This is why most open source landing pages used nextjs, and if most FOSS landing pages use it, then most LLM’s have been trained on it, which means LLM’s are more familiar with that framework and choose it

      There must be a term for this kind of LLM driven adoption flywheel…

      • deaux 11 days ago

        They "got lucky" with the _timing_, as I said. Most popular web frameworks have changed every ~3 years, they got lucky that they were at their peak exactly as LLMs became popular.

      • codeulike 11 days ago

        Slopwagon?

    • pier25 11 days ago

      > They put a massive amount of VC cash into convincing people that Next.js was "the modern way" to create a website

      My impression is Next started becoming popular mostly as a reaction against create-react-app.

  • senko 11 days ago

    You use a free template that's done in Next.js and uses its Image component, so you need a server.

    Everything runs fine locally until you try to deploy it, and bam you need 4g ram machine to run the thing.

    So you host it on Vercel for free cause it's easy!

    Then you want to check for more than 30 seconds of analytics, and it's pay time.

    • systemvoltage 11 days ago

      I am not following the logic. If you’re a hobbyist, sure.

      But the argument is if you’re using Vercel for production, you’re paying 5-10x what you’d pay for a VM, with 4gb.

      So then what’s the rationale? You can’t be a hobbyist but also “it’s pay time” for production?

      • prinny_ 11 days ago

        Vercel promises to engineer the pain away when it comes to deployment. The thing however is that Vercel introduced that pain in the first place by writing sub-par documentation and splitting many of NextJS functions into small parts with different cost.

      • rwyinuse 11 days ago

        Perhaps the rationale is laziness. Maintaining VM probably takes some more effort and competence than deploying to Vercel. Some people are willing to pay to minimize effort and the need to learn anything.

        • ajdegol 11 days ago

          Vercel auto creates deployments on pushes to branches. That was a super useful feature in beta testing web stuff.

  • zoul 11 days ago

    Very nice developer experience. A lot of batteries included, like CDN, incremental page regeneration, image pipeline or observability. Not having to maintain a server.

    I’m still planning to move elsewhere though, the vendor lock-in is not worth it and I’d like to keep our infra in the EU.

    • tucnak 11 days ago

      All of this is available in Cloudflare $5 plan?

      • fontain 11 days ago

        Cloudflare’s developer experience doesn’t come close, it is terrible. Cloudflare are working on it, and hopefully they’ll be a real competitor to Vercel on ease of use someday, but right now, it is painful when compared to Vercel. Cloudflare is infrastructure first, Vercel is developer experience first.

        • Onavo 11 days ago

          Yes, CloudFlare's full of bugs and sharp edges. Not to mention the atrocious 3MB worker size limit (especially egregious in the age of ML models). They don't mention this up front in the docs and the moment you try to deploy anything non trivial it's oops time to completely re architect your app.

      • rs_rs_rs_rs_rs 11 days ago

        In my experience it severely lacks on developer experience, compared to Vercel.

      • dandaka 11 days ago

        Every three months I'm trying to deploy to Cloudflare from Monorepo and I hadn't have success yet. While Vercel works every time from the box. Maybe I could dig deeper and try to understand how it works, but I'm super lazy to do that.

        • jjgoi 7 days ago

          Same here, deploying a Next.js app just works right out of the box with Vercel.

          I've had so much trouble with Cloudflare, turns out you've to configure your deploy commands to use opennextjs-cloudflare. Vercel DX is much better for sure, and Cloudflare isn't even close. (I'm not even an engineer btw, so needed some time to figure out.)

  • gherkinnn 11 days ago

    I haven't used Cloudflare and am the first to shit on Vercel. But I have to say, some aspects of their hosting are nice. In many ways it really is just a terminal command and up it goes with good tooling around it. For example, the PR previews take zero setup and just work. Managing your projects is easy, it's all nicely designed, it integrates well with Next and some other frontend-heavy systems and so on.

    • apsurd 11 days ago

      Render is really good at this too. I specifically chose "not Vercel" when looking into hosting. Though I haven't tried both to compare: render has been a pleasure, just works, and auto deploys per branch also available.

  • kandros 11 days ago

    For many people Vercel is Easy (not simple)

    Knowing how to operate a basic server is perceived as hard and dangerous by many, especially the generation that didn’t have a chance to play with Linux for fun when growing up

    • drewnick 11 days ago

      Great point on the playing with Linux growing up, it's second nature to me now.

      I am always feeling like I'm doing something wrong running bare metal based on modern advice, but it's low latency, simple, and reliable.

      Probably because I've been using linux since Slackware in the 90s so it's second nature. And now with the CLI-based coding tools, I have a co-sysadmin to help me keep things tidy and secure. It's great and I highly recommend more people try it.

  • locallost 11 days ago

    I started using it a few years ago when I moved to my current company, and have to say I've learned to like it quite a bit. Moving to Cloudflare is an option, but currently it just works so we can't be bothered. Costs are not nothing, but basically no issues with it until now, and it's not so expensive that it raises eyebrows with the biggest being that we have 3 seats. The setup is quick and again it just works. We are a very small team, and the fact we don't have to deal with it on a daily/weekly basis is valuable. Obviously this current situation is a problem, but I am not sure which platform is free of issues like these. People act like it can't happen to me, until it does.

  • kingleopold 11 days ago

    it's free for newbies and everyone, ofc it's a trap but freemium model gets people. aws can cost easily few thousands with 2-3 mistakes and clicks. vercel makes you start free then if you grow they bill you 10x-100x aws

    • arealaccount 11 days ago

      I dunno I put a lot of traffic through Vercel, maybe 100k visitors per day, and it was under a few hundred a month. I think a couple EC2 instances behind a load balancer would cost similar or more. I was under the impression that its still a VC subsidized service.

      They regularly try to get me to join an enterprise plan but no service cutoff threats yet.

      • hephaes7us 11 days ago

        You could probably serve 100k visitors from a $5 VPS, depending on the application.

        That said, I understand people are paying for basically not having to think about infrastructure, and agree that that's theoretically worth money, if they could do it well.

  • dev360 11 days ago

    For a lot of folks, I think its ease of deployment when using Next.js. I switched to astro, also doing a lot of cloudflare at the moment. Before that, I was doing OpenNext with sst.dev on AWS but it started feeling annoying.

  • hdkfov 11 days ago

    Out of curiosity what are you using cloudflare for that it costs $5 and who do you use for the baremetal box?

  • Bridged7756 11 days ago

    I suppose their market is one click deployments. Maybe for non technical people or people not willing to deal with infra.

  • victorbjorklund 11 days ago

    If you are using nextjs it is easier because vercel done a lot of things to make it a pain to host outside of vercel.

    • glerk 11 days ago

      NextJs requires what exactly? Running a nodejs server? I mean yes, it takes a bit more time to set up than one-command deploy to Vercel. But in 2026, even this setup overhead can be cut down to minutes by telling your favorite LLM agent to SSH into your server and set it up for you.

    • Bridged7756 11 days ago

      Do you have any examples?. I'm not that acquainted with the pains of deploying Next apps, though I've heard that argument being used.

  • glerk 11 days ago

    There really isn't any if you are running a serious product.

    They have a free tier plan for non-commercial usage and a very very good UX for just deploying your website.

    Many companies start using Vercel for the convenience and, as they grow, they continue paying for it because migrating to a cheaper provider is inconvenient.

  • arkits 11 days ago

    Develop experience. Ephemeral deploys. Decent observability. Decent CI options. Generous free tier.

  • dboreham 11 days ago

    It takes a while to realize you're being gaslit.

  • sidcool 11 days ago

    Can one host a Next js app on cloudflare?

  • gjsman-1000 11 days ago

    0.82% of homes are burglarized every year.

    Meaning since 2015, you’ve got an 8.2% chance of having someone walk out with that box. Hopefully there’s nothing precious on it.

    • jimberlage 11 days ago

      Assuming that all homes are at equal risk of being burglarized. In practice the neighborhoods I’ve seen are either at much higher risk or much lower risk.

      • 0123456789ABCDE 11 days ago

        and burglarized homes have higher prob. of being burglarized again, and probabilities don't accumulate but compound, and is the server even in a house?

    • FreePalestine1 11 days ago

      They didn't imply the box was at their home and that probability is off

    • burnte 11 days ago

      If they have good backuos, no worries. Mine is in a locked colo cage in a datacenter, so I'm not worried either.

    • zuzululu 11 days ago

      I definitely do not keep it at home but the thought has crossed me for smaller less demanding boxes.

    • loloquwowndueo 11 days ago

      That’s not how probabilities work.

      • operatingthetan 11 days ago

        Imagining a thief walking in and demanding the home's RAM gave me a chuckle though.

        Thieves probably look for small stuff like jewelry, cash, laptops, not some big old server.

      • zbentley 11 days ago

        Or burglars.

    • 0123456789ABCDE 11 days ago

      yes, this is indeed how probability works. thanks.

      • operatingthetan 11 days ago

        >you’ve got an 8.2% chance of having someone walk out with that box.

        The chance of being burglarized is not the same as the chance that when you are hit, they decide to take your webserver. Think it through.

ctmnt 10 days ago

An email from Vercel came to my company at 10:47am UTC. It contained little information, and said:

> At this time, we do not have reason to believe that your Vercel credentials or personal data have been compromised.

Which is not very reassuring without actual information, since presumably they would have said the same thing on Saturday, if asked.

raw_anon_1111 11 days ago

Why does anyone running a third party tool have access to all of their clients’ accounts? I can’t imagine something this stupid happening with a real service provider.

I see Vercel is hosted on AWS? Are they hosting every one on a single AWS account with no tenant isolating? Something this dumb could never happen on a real AWS account. Yes I know the internal controls that AWS has (former employee).

Anyone who is hosting a real business on Vercel should have known better.

I have used v0 to build a few admin sites. But I downloaded the artifacts, put in a Docker container and hosted everything in Lambda myself where I controlled the tenant isolation via separate AWS accounts, secrets in Secret Manager and tightly scoped IAM roles, etc.

  • eddythompson80 11 days ago

    Is AWS security boundary the AWS account? Are you expecting Vercel to provision and manage an AWS account per user? That doesn’t make any sense man, though makes sense if you’re a former AWS employee.

    • raw_anon_1111 11 days ago

      Yes the security boundary is the AWS account.

      It doesn’t make sense for a random employee who mistakenly uses a third party app to compromise all of its users it’s a poor security architecture.

      It’s about as insecure as having one Apache Server serving multiple customer’s accounts. No one who is concerned about security should ever use Vercel.

      • eddythompson80 11 days ago

        > It’s about as insecure as having one Apache Server serving multiple customer’s accounts.

        You really have no clue what you’re talking about don’t you? Were you a sales guy at AWS or something?

        • icedchai 10 days ago

          He works for an AWS consulting company, where they promote cloud native solutions, driving cloud spend towards AWS. In many cases, managed cloud services are actually the way to go.

          However, to say that serving multiple customers with Apache is "insecure" is inaccurate. There are ways to run virtual hosts under different user IDs, providing isolation using more traditional Unix techniques.

          • raw_anon_1111 10 days ago

            No, if they said they were running on separate VMs I wouldn’t have any issues.

            Absolutely no serious company would run their web software on a shared Apache server with other tenants.

            How did that shared hosting work out for Vercel?

            • icedchai 10 days ago

              As always, "it depends" on the application. So I've worked for several B2B SaaS companies. None of them used a VM per tenant. In some cases, we used a database (schema...) or DB cluster per tenant.

              I've read about the Vercel incident. Given the timeline (22 months?!), it sounds like they had other issues well beyond shared hosting.

              • scarface_74 10 days ago

                There is a difference between a SaaS offer where you are running your code and serving multiple customers on one server/set of servers and running random customer code like Vercel.

                • icedchai 10 days ago

                  I know. I just don't think code isolation was their only issue. I've read about the incident.

        • otterley 11 days ago

          Hey, knock it off. If you disagree with someone, present a substantive counterargument.

          • eddythompson80 11 days ago

            Already did. There is no fixing a pretender. Someone arguing akin to “the security boundary of a Linux system is the electrical strip”

        • raw_anon_1111 11 days ago

          Well, I know that you have never heard of someone using a third party SaaS product at any major cloud provider compromising all of their customers accounts.

          Are you really defending Vercel as a hosting platform that anyone should take seriously?

          • eddythompson80 11 days ago

            How is any of that a defense of Vercel? If you understood how any of this works you’d know that it isn’t. Vercel is a manifestation of what’s wrong with web development, yet it has nothing to do with “creating an AWS account per user account” nor “running a reverse proxy process per user account”.

            • raw_anon_1111 11 days ago

              Because the same “web development” done with v0, downloaded, put in a Docker container, deployed to Lambda, with fine grain access control on the attached IAM role (all of which I’ve done) wouldn’t have that problem.

              Oh and I never download random npm packages to my computer. I build and run everything locally within Docker containers

              It has absolutely nothing to do with “the modern state of web development”, it’s a piss poor security posture.

              Again, I know how the big boys do this…

adithyasrin 11 days ago

We run on Vercel and I wonder if / how long before we're alerted about a leak. Quick look online suggests environment variables marked as sensitive are ok, but to which extent I wonder.

philip1209 11 days ago

We proactively rotated keys. Even if you haven’t received an official email, expect customers to inquire about this tomorrow morning.

nothinkjustai 11 days ago

Looks like their rampant vibe coding is starting to catch up to them. Expect to see many pre vulns like this in the future.

strimoza 10 days ago

This is why I moved my video streaming app (strimoza.com) to signed URLs with short expiry times for every single request. Extra complexity but at least if something leaks, the damage is contained. Curious how many people actually audit their CDN token policies before an incident forces them to.

leetrout 11 days ago

Porter also had a breach recently. I assume it is as tightly scoped as they say to not have publicized it.

usr1106 11 days ago

Not very familiar with Vercel. Discovered them only recently when a business my brother is a customer of fell victim of a phishing attack. The "Login to Microsoft" page hosted on Vercel was still online many days later when I heard of the case.

sergiotapia 11 days ago

Is the calculus breaking for these cloud providers? They are vibe coding at unsustainable speeds and shit is just breaking left and right.

Has anyone made the move to self hosting on their own servers again?

gneray 11 days ago

Oy vey: https://x.com/theo/status/2045862972342313374?s=46

fragmede 11 days ago

Finally got an email from Vercel saying that my account probably isn't compromised.

7:57 AM Monday, April 20, 2026 Coordinated Universal Time (UTC)

oxag3n 11 days ago

> incident response provider

So they use third-party for incident management? They are de-risking by spending more, which is a loose-loose for the customers.

  • staticassertion 11 days ago

    It's very typical to have a retainer / insurance to bring in "emergency" incident responders beyond your existing team. Not saying that's the case here but it wouldn't be surprising.

ofabioroma 11 days ago

Time to ipo

eieiyo 11 days ago

https://news.ycombinator.com/item?id=45416353

rvz 11 days ago

There is no serious reason to use Vercel, other than for those being locked into the NextJs ecosystem and demo projects.

  • allthetime 11 days ago

    I recently got hit by a car on my bike. While I was starting the claim filing process the web portal for ICBC (British Columbia insurance) was acting a little funky / stalling / and then gave me a weird access error. Down at the bottom of the error page was a little grey underlined link that said “vercel”.

    I’m not exactly surprised, but it seems like the unserious, ill-informed and lazy are taking over. There is absolutely zero reason why a large, essential public service should be overspending and running on an unnecessary managed service like vercel… yet, here we are.

james-clef 11 days ago

The point I am taking away here is to never use Vercel's environment variables to store secrets.

jngiam1 11 days ago

I don't get why everything is not marked as sensitive in env vars by default instead.

gistscience 11 days ago

It is crazy that one google workspace plugin can cause this much damage!

_puk 11 days ago

Hmmm, the dashboard 404 I got 6 hours ago now makes a bit more sense..

OsamaJaber 11 days ago

That's why infra needs stricter internal walls than normal SaaS

ebbi 11 days ago

Ahhh...another product I'm boycotting, and now doubly glad I'm boycotting.

jheitzeb 11 days ago

Missing from Glasswing

tamimio 11 days ago

Another win for self-hosters, I host my own vercel (coolify) and it works well, all under my control and only expose what I want.

jimmydoe 11 days ago

what's the cause of the breach?

neom 11 days ago

https://x.com/theo/status/2045871215705747965 - "Everything I know about this hack suggests it could happen to any host"

He also suggests in another post that Linear and GitHub could also be pwned?

Either way, hugops to all the SRE/DevOps out there, seems like it's going to be a busy Sunday for many.

  • phillipcarter 11 days ago

    I don't know if I'd trust some random programmer-streamer-influencer on anything other than the topic of streamer-influencing.

    • hvb2 11 days ago

      The link at the top of the page it to vercel acknowledging it...

      • phillipcarter 11 days ago

        Vercel acknowledges a security incident, which nobody is claiming doesn't exist. What they don't acknowledge are this person's vague implications about impact elsewhere.

  • embedding-shape 11 days ago

    Based on what, "feels like it"? Claiming that Cloudflare is affected by the same hack has to come from somewhere, but where is that coming from?

    • gruez 11 days ago

      from his "sources".

      > Here’s what I’ve managed to get from my sources:

      >3. The method of compromise was likely used to hit multiple companies other than Vercel.

      https://x.com/theo/status/2045870216555499636

      To be fair journalists often do this too, eg. "[company] was breached, people within the company claim"

      • eddythompson80 11 days ago

        Isn’t he a Vercel evangelist though?

        • troupo 11 days ago

          He is "whatever gives me short-term boost in popularity". Including doing 180 turns on whatever he's evangelizing or bashing.

          • eddythompson80 11 days ago

            Fair enough. That’s probably a better description from what I’ve seen from him. I remember that arc browser shilling.

          • brazukadev 11 days ago

            Let's see. Roasting vercel is more popular than defending but his posts so far he seems to be defending and arguing in the replies.

            • troupo 11 days ago

              Note: what follows is absolute 100% speculation based on nothing but gut feelings.

              Theo has long been Vercel supporter and was sponsored by them several times. In this case it could be a combination of him being genuinely interested in Vercel (a rare thing) and hopes for future sponsorships

              • brazukadev 10 days ago

                Yes, this is exactly how I see it too minus the "genuine" part. It is because of money, and for that, he doesn't care about lying.

          • Barbing 11 days ago

            Good for the content but would sponsors be on board long term?

        • TiredOfLife 11 days ago

          He quite publicly is not anymore.

  • recursivegirth 11 days ago

    Ah, Theo with his vast insights and connections into everything. That man gets around, and his content is worth it's cost.

    Theo's content boils down to the same boring formula. 1. Whatever buzzword headline is trending at the time 2. Immediate sponsored ad that is supposed to make you sympathize with Theo cause he "vets" his sponsors. 3. The man makes you listen to a "that totally happened" story that he somehow always involved himself personally. 4. Man serves you up an ad for his t3.chat and how it's the greatest thing in the world and how he should be paid more for his infinite wisdom. 5. A rag on Claude or OpenAI (whichever is leading at the time) 6. 5-10 minutes of paraphrasing an article without critical thought or analysis on the video topic.

    I used to enjoy his content when he was still in his Ping era, but it's clear hes drunken the YT marketer kool-aid. I've moved on, his content gets recommend now and again, but I can't entertain his non-sense anymore.

    • rubslopes 11 days ago

      I just wanted to chime in and say I think he is knowledgeable; he's not a con. I know you didn't say that, but people might have the impression he doesn't know what he's talking about. He does know, and I've learned quite a lot from him in the past.

      However, since the LLM Cambria explosion, he has become very clickbaity, and his content has become shallow. I don't watch his videos anymore.

      • sgarland 11 days ago

        Not that I ever had confidence in his technical knowledge, but it went to zero when he confidently asserted that there was no possible way a single server could handle the massive traffic some NextJS app he had made was serving. He then posted the bill - which was about $5K IIRC - and I was able to determine from the billed runtime and memory that a modestly-spec’d RPi could in fact handle it.

      • well_ackshually 11 days ago

        > he's not a con.

        When you're putting the bar that low, sure.

        He's about as knowledgeable as the junior you hired last week, except that he speaks from a position of authority and gets retweeted by the entire JS slop sphere. He's LinkedIn slop for Gen Z.

    • neom 11 days ago

      I don't watch his content, but I felt comfortable posting his link as I believe he's generally considered a reputable guy? His tweets sometimes come up in my for you tab and he seems reasonable and knowledgable generally? Maybe I'm wrong and shouldn't have linked to him as a source.

      • steve_adams_86 11 days ago

        He's kind of like an LLM in that his content has the surface texture of something substantial, and sometimes it's backed by substance, yet it's often half-true or totally off the mark too. You'll notice if you're previously acquainted with what he's talking about, otherwise he seems to be as you described.

        I don't think he's a bad guy or that he's trying to be misleading. I suspect he wants his content to actually carry value, but he produces too much for that to be possible. Primarily he's a performer, not a technologist.

        • arabsson 11 days ago

          I agree with this comment. YouTube's summarize this video feature has been a godsend when it comes to Theo's videos.

      • threetonesun 11 days ago

        Nothing on x.com is reputable at this point.

  • techpression 11 days ago

    ”Any host” of what? That’s such a non-descriptive statement and clearly not true at face value.

  • enra 10 days ago

    Vercel is a Linear customer, that's why Linear was mentioned here.

    Linear has not been breached, customer data remains secure, and Linear is not hosted on Vercel.

    • neom 10 days ago

      Yeah that's my mistake - Sorry! I just went back and and re-read this tweet: https://x.com/theo/status/2045870216555499636?s=20 - I had read it as via their Linear/GitHub - I should have known better and double checked what I read when I posted this, please accept my apology, I can't edit my original comment now.

  • rvz 11 days ago

    I do remember that OpenAI did use Vercel a year ago. They might have likely moved off of it to something better.

  • nozzlegear 11 days ago

    > @theo: "I have reason to believe this is credible. If you are using Vercel, it’s a good idea to roll your secrets and env vars."

    > @ErdalToprak: "And use your own vps or k3s cluster there’s no reason in 2026 to delegate your infra to a middle man except if you’re at AWS level needs"

    > @theo: "This is still a stupid take"

    lol, okay. Thanks for the insight, Theo, whoever you are.

    • uxhacker 11 days ago

      What is AWS level needs?

      • raw_anon_1111 11 days ago

        Hell doing this with fixed price AWS Lightsale based services would be better.

      • nozzlegear 11 days ago

        You'll have to ask @ErdalToprak on Twitter on that one. I just thought it was funny that this slopfluencer, who's taken money to advertise Vercel, ostensibly believes that using a VPS/k3s is "a stupid take."

    • nozzlegear 11 days ago

      Theo subscribers didn't like this one

mikert89 11 days ago

Much as I want to rip on vercel, its clear that ai is going to lead to mass security breaches. The attack surface is so large, and ai agents are working around the clock. This is a new normal. Open source software is going to change, companies wont be running random repos off github anymore

  • sph 11 days ago

    Your entire recent posting history is "software engineering is over, AI has won."

    What's your agenda here?

    • nothinkjustai 11 days ago

      The guy has like 10 thousand comments boosting AI and 600 karma, whatever his agenda is people aren’t buying it.

    • bossyTeacher 11 days ago

      Paid by a Sama minion, I bet.

    • mikert89 11 days ago

      how many recent security breaches have we seen?

      • nozzlegear 11 days ago

        How many can unequivocally be attributed to malicious AI?

      • hansmayer 11 days ago

        Most of recent issues, including this incident, happened not due to smart superintelligent "agents" taking over the world - chatbots and other text generators are about as intelligent amd powerful as a dead starfish - but due to the combined stupidity of the said chatbots amd lazy idiots who use them to hide their own incompetence and thus produce such embarassing mistakes. A few years ago, they would be fired for exposing secrets in plain text, but since their manager wanted an AI-Workflow...

  • Bridged7756 11 days ago

    LOL. Attackers will run these agents but the thousands of maintainers will be so dumb to sit idly and get hammered with exploits. I wonder what the ratio of attackers to maintainers must be, 1:1000 is a fair assessment i take it.

    Also LLMs will be used to attack only, no one will be smart to integrate it into CI flows, because everyone is that dumb. No security tools will pop up.

  • goalieca 11 days ago

    Slop coding and makeshift sites being thrown up with abandon at breakneck speeds is going to buy me a lot of minivans.

  • tcp_handshaker 11 days ago

    >> ai is going to lead to mass security breaches.

    Let that be the end of Microsoft. Was forced to use their shitty products for years, by corporate inertia and their free Teams and Azure licenses, first-dose-is-free, curse.

  • lijok 11 days ago

    ShinyHunters are a phishing group. What does this have to do with AI agents?

    • mikert89 11 days ago

      Run ai agents around the clock to do hyper targeted fishing

      • cj 11 days ago

        I feel like humans would be better at hyper targeting.

        AI agents have the benefit of working at scale, probably "better" used for mass targeting.

        • mikert89 11 days ago

          this like is saying email marketing is done better if you hand write every email. Thats true, but the hit rate is so low, that you are better off generating 1 million hyper personalized emails and firing them off into the ether

          • mcmcmc 11 days ago

            As someone who did the former for a couple years, “better off” is subjective and dependent on your business model, particularly for B2B. It’s a trade off like anything else. You may get more leads, but they may convert at a lower rate. Sending at that scale also increases your risk of email deliverability problems. Trashing your domain has more impacts than you’d think. In smaller, targeted markets it even can damage your business reputation and hurt future sales if done poorly; word gets around.

          • cj 11 days ago

            If you’re targeting a million people, I wouldn’t consider that a hyper targeted attack.

            But I get your point.

        • freedomben 11 days ago

          I disagree. Many humans are phishing in a different language than their native tongue, and LLMs are way better at sounding legit/professional than many of them. The best spear-phishing will still be humans, but AI definitely raises the bar.

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