It literally is how they work. They look for the next most probable token. Always keep that in mind when writing a prompt or reading output. If you don't supply it, it will fill it in with the most obvious stuff.
I think it's more important now than it was last year to differentiate pure yolo vibecoding from "AI assisted engineering" or "AI engineering", I.e. deliberate and careful use of AI to speed up coding but without creating too much slop. Maybe aineering?
Believe it is in Jevons as in the nuclear energy that was "too cheap to measure" this is if statements that are too cheap to measure. Or it is measured in J eV.
I'm pretty convinced that manual coding will be done by late 2027 for at least webdev. At that point the optimal workflow will be coders controlling agents.
Not too far after it will be coders controlling agents who control agents who do the work.
The huge apps that my coworkers build out with minimal human input makes me scared to be a web dev in this environment. Just way too much can get automated.
Yeah completely unmaintainable code that cant handle more than 1k users before it collapses on itself. And quite probably so ugly its literally impossible to use.
That only matters if you need to support 1k users. Tons of software doesn't and if you can spit out a web app in a few hours a lot of companies are going to do that.
I'm sure there is still a pot for really high quality stuff but it's a tradeoff a lot of companies don't care. But the interfaces - they aren't ugly, they're very usable and complete, which is the main reason I think web dev is in trouble. It'd take me 10x the time to do it myself.
Simple web apps, the kind you're describing have never been difficult, they were never what kept SWEs employed.
I'm not even sure what you're talking about when you say "web apps", because the kind of "web apps" that have kept SWEs employed are created by large organizations that have large requirements. You sound like you don't know what you're talking about. Companies also aren't going to just stop growing, iterating and improving, which requires expertise. Im worth more than ever with AI, my value as a SWE has only been increasing.
You people seriously need to stop using LLMs because your brains are devolving like taxi cabs drivers who had parts of their brains responsible for navigation atrophy after the advent of GPS.
> Simple web apps, the kind you're describing have never been difficult, they were never what kept SWEs employed.
I'd say the first part is right but the second part is statistically incorrect. I would even expand from "web-apps" to just about any kind of software, especially "business software" -- very little of it was ever too difficult.
Now the following will clearly not be true for all cases, and the boundaries are very fuzzy, but generally a huge part of software development has always been the relatively straightforward translation of high-level requirements into code. Crafting the high-level requirements was typically the challenging part, but that typically was done by the more senior devs / architects, whereas the actual implementation was done by more junior / mid-level engineers. And there were typically multiple junior / mid-level devs for every senior dev, say 3:1 or more. As such, it is correct to say that the simpler aspects of software development were what kept most SWEs employed.
Now AI has completely usurped the lower-level coding work. You as an expert dev are definitely getting worth more than ever with AI, but that's because you single-handedly can now do what an entire team used to do. You may even get paid much more, but that is eventually going to be at the expense of a bunch of other people who are not required anymore.
This is why people are seeing "jobs apocalypse" written on the wall.
I don't get why you're being so rude. What's the point?
For the record, I hardly use these models. I've simply seen that they can replace existing web apps. That hurts the market for web devs, most orgs aren't building out large apps they are building out smallish ones and generative models do that today.
Sorry, Ive been hearing these exact same arguments for 3 years now and its always extermely divorced from reality. Its starting to get very tiring, its hard not to be rude at a certain point.
Don't go around telling people their careers are in peril when you clearly have no clue what you're talking about. What do you expect?
You've identified a very specific type of web dev, one that works on perf critical apps in a corp environment and said corp cares about perf and quality. Tons of people simply don't work in those environments and unfortunately this threatens their career.
I work in an environment where we can vibecode 4/5 of our web apps because they are either small enough or the perf doesn't matter. Or, I've looked under the hood and these are writing endpoints that would take me 3x the amount of time it would take it to use the same libraries. You say it's divorced from reality, I'm saying it's just what I've directly observed.
I'm glad it doesn't affect you, but you don't have any kind of statistical measurement (nor do I) to know how much of the market this impacts. I do know for a lot of the web dev I did pereviously, I could do it viea these models today.
Yeah I've been at that stage since Opus 4.6 pretty much. There's still a lot of back and forth in the conversation on complex tasks, but I have not written any code. We are working on a MASSIVE project for our multi-billion dollar client and the whole team is completely using AI. Even the UX guys and our project managers are making the prototypes they want us to implement by vibe coding it first in a static app. I haven't seen Figma usage in months.
You must have incredibly low standards for quality if you think manual coding will be finished any time soon, web dev or any.
secondly, using llms well still requires you to be a great programmer. Y'all are losing the plot.
Also, just because its easier to do doesnt mean everyone is suddenly going to want to do it. There's still always going to be only a small percentage of thr world that likes to build things.
Have you seen the code these things produce? Just because it compiles/ runs/ loads does not mean its durable. Its wild you people have these opinions, and it leads me to belive you have no idea what you're talking about.
There is mass dunning kruger due to llms, and people are speaking with way too much authority about things they do not understand. I hate this website.
I remember around iPhone 6 or such popular design rumours that were circulating around turned out to be wrong. There were photos of chinese warehouses filled with cases made for the incorrect design.
With iPhone 4 Gizmodo literally acquired the prototype and still large portion of the crowd did not believe them, because the design seemed radically different to what they expected.
Nowadays with the size of the supply line there seem to remain no more hardware secrets before the keynotes.
In the countries you are licensed in you are legally required to reply to law enforcement requests. In most places there is no official channel for this. It is literally stuff like LE@Fintech.com. Emails come from all over and random domains that appear official-ish. Most official domains do not have DKIM or SPIF setup, very easy to spoof. LE by and large do not take security seriously, they do not take data transfer seriously.
Most requests are digitally signed PDFs that come via email, require a response sent to another email.
But that's the thing, they have the money to have people chasing down the official channels of whatever email that comes from to confirm their authenticity.
Cybersecurity 101: Call back the bank at the official number and all that yada yada.
Breach yes, but if they cannot 100% sure identify if your data was given out falsily, then they cannot say. They're not allowed to disclose that they provide your information to LE. So they can only inform you directly if they're 100% sure the specific information request response was sent to false entity. This is very hard to do.
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