alt.hn

3/22/2026 at 10:11:54 PM

They’re vibe-coding spam now

 https://tedium.co/2026/02/25/vibe-coded-email-spam/

by raybb

3/23/2026 at 8:02:21 AM

The "Cloud Storage Full - ACTION REQUIRED" emails sure aren't helped by Google, who communicate in a similar way.

The amount of borderline harassment I get about my Google Drive being almost full is shocking.

They have really amped up the ferocity of the language they're using to try and extract money from you for Drive. No wonder spammers are copying that.

by iamcalledrob

3/23/2026 at 9:26:30 AM

On top of that, all these spam and phishing emails are sent through Google servers. About two thirds of spam I receive originates from Google, 12x more than AWS and 20x more than Microsoft. This is completely insane.

by nwellnhof

3/23/2026 at 12:36:06 PM

I remember when Google promised Gmail storage would increase (quote) "forever". A mind blowing at the time 1GB at launch in 2004 to 2GB only a year later. Then 4 GB in 2007. This was prime Google doing cool stuff constantly time. Up to 10 by 2012 and then they rolled up Drive and Photos to 15GB in 2013.

It hasn't moved since.

by georgefrowny

3/23/2026 at 10:08:44 AM

My usage hit ~90% 5 years ago and hasn't shifted since. Apparently Google lack the means to see this line doesn't intersect with 100%, and no action is required.

Thankfully they do have the means to change the wording of the emails I can't unsubscribe from. I don't know what the official reason is but the result is I have to modify my filters.

Apple are no better. Choose between a permanent nag notification on Settings, my most trusted app, or disabling backup of all the negligibly-sized data.

by windward

3/23/2026 at 12:14:40 PM

They know. They're hoping you don't notice the line doesn't intersect.

by bux93

3/23/2026 at 3:16:40 PM

> No wonder spammers are copying that.

Are you sure it’s not the other way around?

by tempodox

3/23/2026 at 6:01:25 PM

Both spammers and google's mail is in my spam box in gmail... Both messages are very similar... And google's contain the classic urgency baits. Not being able to receive email and so on...

by Ekaros

3/23/2026 at 11:11:50 AM

Google and Microsoft got people hooked on free cloud storage. And now they want money for it.

by TitaRusell

3/22/2026 at 11:23:34 PM

They don't even need to actually vibecode the emails. Some scam reached my gmail inbox for the french railway company advantage card at a "too low to believe" price. They just downloaded an original email, replaced content urls to their own host and all links to their scam page. Yes, all links even the socials lol. There's one link that was removed instead of replaced (but the text was still there): the unsubscribe notice. I didn't check the page but the email was well done since it just was an edited official one and if the page was equally made I'm sure at least some people got scammed there.

by hollow-moe

3/23/2026 at 2:23:05 AM

Leaders in the email security space have been seeing this for a while now [0], this is not new. The problem is the means to protect consumer mailboxes outside of Gmail, isn't cost effective since most people do not actually pay for their consumer mailbox and the impacts of compromised accounts do not actually impact the providers. It is going to be interesting to see how this plays out in the consumer space as the complexity of the problem continues to grow while the technology used to stop it stays in the early-2010s.

[0] https://siliconangle.com/2023/12/19/new-report-warns-rise-ai...

by Ucalegon

3/23/2026 at 5:52:59 PM

With various websites planning to introduce micro-transactions to read their contents, maybe the end-users should start charging for email deliveries.

You want to send me an email? Please give me $1 first, and if I don't like your content I can, without notice, change that number to $50 per email.

by MarleTangible

3/23/2026 at 10:06:11 AM

I agree, and I think the answer is that what used to be free, and is now infected with all sorts of enshittification, will be paid-for to be useful.

I pay for email via Fastmail, don't really have a spam problem. I think this addresses your point above, that to have an effective spam filter takes money, and free email doesn't generate money.

I pay for search via Kagi, don't see all those crappy Google Ads and actually get useful search.

I can see the other services (socials, messaging) moving to a paid model to solve the same issues.

by marcus_holmes

3/23/2026 at 1:10:37 AM

It is better to use the term phishing for spam that is attempting to comprimise your security, over just trying to sell something.

LLMs are interesting for phishing as they allow personalisation. Spam is no longer, well exactly the Monty Python meaning.

by mememememememo

3/23/2026 at 2:43:03 AM

For years I’ve read people claim that the reason spam emails were low quality was to filter for idiots. If the spammers are now reaching for coding agents to clean up the presentation, it seems that theory was bunk.

by shusaku

3/23/2026 at 2:49:52 AM

That theory was always bunk. People just can't comprehend, that the average spammer really is that bad. So that theory was created to make sense of that.

Because of my work I investigated a lot of spam, and I discovered real life identities of senders in many cases (because of horrible or no exostent opsec). Most of them were either underage, lived in third world countries, or both.

by integralid

3/23/2026 at 2:55:55 AM

Scams got sophisticated a while ago where they would exactly replicate things like password reset emails and such including a whole fake replica website that looks identical to the real one.

I saw someone fall for one recently where a scammer had created a fake announcement from an email sending company stating they were adding political messages to the bottom of your sent emails, and to log in to opt out. The look and feel of the email was pretty much perfect.

by SchemaLoad

3/23/2026 at 5:18:24 AM

Once or twice, I've clicked through on a link in an email that was convincing enough to fool me, and what saved me both times was that I run NoScript.

It's so frustrating just standing by and watching as we descend into a low-trust society.

by leviathant

3/23/2026 at 3:06:11 AM

Scams are getting good enough that I'm now skeptical/paranoid every time I get a legit email.

"Click link" ? I think not. Gonna log in myself in a new window and try to navigate to the same thing on my own.

by rkomorn

3/23/2026 at 4:59:51 PM

it doesn't help that all these companies' legitimate emails contain suspicious-looking links in the first place. the link tracking/shortening that's built into these services isn't doing them any favors for their actually important emails

by Pwntastic

3/23/2026 at 3:10:37 AM

The sophistication of scam emails these days is a big part of the switch to Passkeys, just physically making it impossible to give your credentials to the scammer site.

by SchemaLoad

3/23/2026 at 3:02:01 AM

Remember that a large portion of the "real scam" is selling scamming techniques and systems to wanna-be scammers, some who never figure out how to replace the "insert viagra link here" text.

by bombcar

3/23/2026 at 3:17:58 AM

Phishing too. At one point in my job I was involved with taking down phishing sites, and we would sometimes get a copy of the Phish kit code from the site owner. These were basically extremely poorly written PHP scripts that people would buy from a scam-enabler and deploy to some website. The sophistication was the lowest possible level at each step. But even if you find the perpetrator bragging about it on Facebook, they're in Nigeria (for example) and the local government doesn't care at all.

by tdeck

3/23/2026 at 5:56:15 PM

The new trend is that the legitimate corporations sending you spam regardless of your communication settings, or even after unsubscribing for the 10th time.

Yes, I'm looking at you Teal HQ, you're spamming us even 3 months after deleting our accounts.

by MarleTangible

3/23/2026 at 5:32:42 AM

The reason you'd want to filter for idiots is that a smarter person would waste the scammer's time when they figure out it's a scam after some human interaction. If the ai can take you all the way to the close, there's no reason to filter any more.

by eucyclos

3/23/2026 at 6:29:45 AM

Scammers have no shortage of time to communicate with potential victims.

by Daz912

3/23/2026 at 7:34:06 AM

You've clearly never deliberately wasted a scammer's time. This is their livelihood, and I'm pretty sure most are commission only.

by eucyclos

3/23/2026 at 2:40:40 AM

But is this something new? Wasn't using AI for scamming around for a long time?

Scammers started using LLMs to write fishing emails, then scammers started generating images, then they started using AI to vibe code it. Its just a natural progression.

From https://news.ycombinator.com/item?id=47435156, we can know that India has a ~70% positive view on AI. While scammers likely didn't fill out the survey, it shows the general view on AI from where most scammers work from and live.

by sudo_cowsay

3/23/2026 at 4:38:17 AM

> it shows the general view on AI from where most scammers work from and live.

Got any citation on that? From what I've seen, the vaat majority of scams are targeted at other Indians. The government runs a significant number of cyber awareness programs nowadays; don't think they appreciate scammers.

by user_7832

3/23/2026 at 3:21:31 AM

Scamming and cheating on homework were the original use cases of AI like buying drugs and extortion were the original use cases of crypto.

by jordanb

3/23/2026 at 12:43:16 AM

The (now possibly vibe-coded) email clients hiding link destinations and the real senders' addresses as well as making it very hard to see the actual message content including all headers don't help either. Scammers might get the visible body content very convincing, but one look at the Received: and From: headers is still a reliable way to discern.

by userbinator

3/23/2026 at 7:54:37 AM

The mail I care about doesn't look like ad copy. It's usually plain-text or at least reads fine when displayed that way. It comes from people I know and/or care about. Attached images don't display by default. Remotely hosted anything doesn't even get requested. Fancier looking spam is just going to be easier to spot.

by autoexec

3/23/2026 at 3:52:38 AM

Spam and LLMs are made for each other; pumping out content, with little concern for quality, at industrial scale is what LLMs most excel at.

Even if it's not the only they can do.

by b00ty4breakfast

3/23/2026 at 6:38:41 AM

[dead]

by quangtrn

3/23/2026 at 11:56:34 AM

The only advice I give now is: If you're contacted and think it might be genuine, go direct to the website. Don't click anything.

I suspect it's the only reasonable advice now?

by c16

3/23/2026 at 7:35:40 AM

All these marketing pages with big bold text and unaligned scattered images have always felt spammy to me even when vibe coding was not there. Now that it is, you will ofcourse see that multifold. Given the humans are still the same behind it.

by suroorw

3/23/2026 at 6:48:15 AM

Email clients should just strip out hyperlinks. You link in the email? Write it directly, then people can copy/paste it. It wouldn't stop all phishing, but it would be a start to increase people's awareness of shady links.

by vancroft

3/24/2026 at 2:27:48 AM

I am quite surprised that Google hasn't done this in the name of security, as email, one of the few channel that brands do not have to pay any middleman, is a competitor to search ads.

by wolpoli

3/23/2026 at 8:21:38 PM

It's funny getting calls when Apple shows you the transcript that says "hindi swear words" and its labeled a spam call.

I think as agents become more pervasive, there will be an arms race of ecosystems to screen them out.

by cat-turner

3/23/2026 at 11:01:03 AM

It's very sad indeed that email ever allowed HTML. The world would be a better place if email was only plaintext

by isaachinman

3/23/2026 at 10:03:13 PM

The spam angle is interesting but the bigger problem is vibe-coded API changes that silently break downstream consumers. Someone generates a new endpoint, renames a field, changes a response shape — and nothing catches it because there's no schema diffing in the CI pipeline. Silent breaking changes in internal APIs are way harder to catch.

by delimit

3/22/2026 at 11:23:30 PM

Blacklisting Phone numbers and IP are gonna become extreme now, to the point it wont allow any unknown number/email without `karma` to reach anyone.

by sankalpnarula

3/23/2026 at 1:51:24 AM

I don't understand why something like this exists natively on phones.

If someone calls from an unknown number, they get some sort of captcha to prove that they are a human, or they matter is important.

For example, the message should say that, if you are geniune, then please call again after 1 minute..

by qsera

3/23/2026 at 2:04:37 AM

That already exists, it's "voicemail". The scammers never leave a voice mail (idk why). If a real person is trying to reach you, they'll either leave a voice mail or text you after you don't pick up.

by craftkiller

3/23/2026 at 3:32:44 AM

This is country-specific, though.

In my country, despite voicemail being available since the introduction of mobile phones decades ago, I am yet to hear of a single instance of anybody actually leaving a message.

by obezyian

3/23/2026 at 3:33:45 AM

But voicemail implies storing the audio somewhere, and that means cost.

And at least in my country one should explicitly enable voicemail. I never could make it work for some reason..

And as far as I can see, it is not widely used.

EDIT: Oh, I completely missed the fact that there can be a fake voicemail where the phone automatically answers and asks the caller to speak and record it and store the audio on the phone itself. Then the user can check such recorded messages later..

Did you mean something like that? I am really surprised that this is not common already...

by qsera

3/23/2026 at 9:20:06 AM

https://developer.android.com/media/platform/mediaplayer

>Note: You can play back the audio data only to the standard output device. That is, the mobile device speaker or a Bluetooth headset. You cannot play sound files in the conversation audio during a call.

Damn google! You did this so that apps cannot do the above. You cater to spammers!

by qsera

3/23/2026 at 2:19:35 AM

Many spammers leave a prerecorded voicemail, they call quickly from 2 numbers so they can slide into your voicemail instantly without ringing more than once

by b3ing

3/23/2026 at 3:18:31 AM

[dead]

by 2postsperday

3/23/2026 at 2:58:18 AM

ios added "Call screening" which asks unknown callers to explain who they are and what they want before it rings the receiver.

The tricky part for scammers is there is no good answer here, if you claim to be a plumber and the victim hasn't booked a plumber, they won't answer.

by SchemaLoad

3/23/2026 at 9:52:31 AM

Google Pixel phones also have this feature since at least 5 years. Spammers usually just hang up instantly.

by askl

3/23/2026 at 12:27:30 AM

That LLMs are enabling more use cases to hurt us than help us is too obvious to deny. But too many people think they're going to be the ones getting rich from it so they pretend it's not the case.

by add-sub-mul-div

3/22/2026 at 10:52:52 PM

definitely a big issue especially with all the big places now vibe coding and leaking all our damned data in plaintext. a lot of people are getting hit real hard now. its not a joke or overstatement.

by saidnooneever

3/22/2026 at 11:13:05 PM

I've noticed a gigantic uptick in text messages and phone calls where people try to bypass the call screening. It may get to the point where I'll only want to see comms from people in an allowlist.

by mbernstein

3/22/2026 at 11:22:34 PM

I don't answer the phone from anyone I don't know. If it is something important, they'll find a way to reach me.

by varispeed

3/23/2026 at 2:20:28 AM

Unfortunately when you are on the job search every call can be important

by b3ing

3/22/2026 at 11:31:36 PM

Same, except for when I’m expecting a delivery, then I tend to answer calls from unknown numbers.

by gitmagic

3/23/2026 at 1:16:08 AM

My standard response in such cases is “Hello unknown number, who are you and why should I not immediately hang up?”.

The response “Am I speaking to…” gets cut off with “Nope, you answer my questions first”. If they _must_ speak to Mr [MySurname] I claim to be my PA and that they aren't talking to him(me) without convincing me they aren't a junk call first. If I have a few minutes to spare, it can be quite an entertaining little game keeping them on the line so they can't be conning someone more vulnerable. Unfortunately must junk calls these days are either initially automated or the humans are wise to people like me being a waste of their time so they hang up cutting that fun short.

by dspillett

3/23/2026 at 12:22:10 AM

I solved this by renting small office that has reception and they handle deliveries. They are not far and so if I get something I get a text and then I collect when is convenient for me. I really hate waiting for couriers to ring, so it's a massive stress relief.

by varispeed

3/23/2026 at 11:48:21 AM

I usually answer unknown numbers if they are from my own country only. And then i open with a sound like 'huh??' so they cannot do the voice cloning. if no one says anything then hang up. usually its robocalls using crappy TTS but there are crews with more advanced capabilities out there.

by saidnooneever

3/23/2026 at 10:56:50 AM

Vibe-coding is fun until your API keys start vibe-sharing themselves with the internet

by QubridAI

3/23/2026 at 2:38:37 AM

I thought the “sponsored by nobody” thing to donate through was another example of the spam at first.

by mostertoaster

3/23/2026 at 8:52:54 AM

The use case for AI is, was and always will be spam.

by eightman

3/22/2026 at 11:47:09 PM

This is hardly new, and it goes far beyond spam emails. Most of the content produced and consumed on the internet is now done by machines. A human may or may not benefit from directing a machine to do this, and the ways they do are often highly opaque, with several layers of indirection. It doesn't take a genius to see that this is ushering in a new era of scams and spam.

"AI" companies are responsible for this mess. They should be held accountable for digging us out of it.

by imiric

3/23/2026 at 12:04:11 PM

> Unlike most people, I actually read my spam folder on a regular basis.

I too suffer from this, and one thing that has been increasingly annoying to deal with, even worse than spam imo, is the cold outreach campaigns from software vendors, recruiters, marketers, etc.

I get so many of them that I am now getting to a point of considering writing my own rules engine to filter the noise, it's infuriating.

by hmokiguess

3/23/2026 at 3:31:32 PM

Vibe coding and spam are a perfect fit. What took them so long?

I’d even say all vibe-coded slop is spam as soon as anybody else than the original perpetrator has to read it.

by tempodox

3/23/2026 at 5:08:51 AM

I've gotten so much blatantly obvious garbage like this. The corner radiuses etc always give it away.

Recently reported nearly 200 firebase accounts to google, haven't gotten any since

by monster_truck

3/23/2026 at 1:59:01 AM

This is interesting but I am not surprised. People got used to spammers putting in zero effort because it's a game of scale for them. Well now zero effort still gets them all the way there when it comes to looking convincing.

by viccis

3/23/2026 at 8:24:23 AM

It's more than a game of scale: people who almost but not quite fall for the scam that follows the spam incur real cost to them. They don't want to trick as many people as possible with their mail, they want to trick only the most vulnerable. The obvious (to most people) mistakes are in there deliberately.

This changes, of course, with phishing. Will phishing by email even survive when voice imitation calls become more and more available? I guess it will, the bar for monetization is too low bar with resellable accounts and the like.

by usrusr

3/22/2026 at 10:59:29 PM

Full circle.

by righthand

3/22/2026 at 11:51:19 PM

... does't matter if they got flagged as spam.

by segmondy

3/23/2026 at 11:55:05 AM

Now even phishing emails have better UI than half the SaaS market =)

by yurii_l

3/23/2026 at 10:51:33 AM

[flagged]

by FlowPagesVael

3/23/2026 at 12:36:22 AM

[dead]

by iam_circuit

3/24/2026 at 2:43:24 AM

[dead]

by Franklinwhite

3/23/2026 at 9:07:15 AM

[flagged]

by microbuilderco

3/23/2026 at 1:51:41 AM

[dead]

by irenetusuq

3/23/2026 at 11:21:02 AM

[dead]

by AKSaathwik

3/23/2026 at 5:14:42 AM

[dead]

by wearethecompute

3/23/2026 at 9:53:38 AM

[dead]

by Heckinator

3/24/2026 at 3:28:12 AM

[dead]

by clawbridge

3/24/2026 at 6:07:30 AM

LLM comment history.

by AlexeyBelov

3/23/2026 at 1:33:16 AM

At this point, if you give out your email and not aliases; it is on YOU.

by Cider9986

3/23/2026 at 2:25:49 AM

Did you read the article? It was about how the spam is less interesting now when the person had typically enjoyed reading spam emails.

by joecasson

3/23/2026 at 5:00:23 AM

"Please don't comment on whether someone read an article. "Did you even read the article? It mentions that" can be shortened to "The article mentions that"." https://news.ycombinator.com/newsguidelines.html

by Cider9986