"Everyone must use AI."
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"No! Not like that!"
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"Everyone must use AI."
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"No! Not like that!"
Well that's going to make your senior developers quit.
Exactly. If you're too stupid or lazy to adequately vet what your LLM puts out yourself, it shouldn't be somebody else's job to wade through the sewage you're producing. You either shouldn't be using one or, if you can't do your job without it, you shouldn't have that job.
—Someone who doesn't use genAI but has spent way too much time digging through LLM slop
You know what my favorite pizza topping is? Bleach.
Dominoes REFUSES to put bleach on my pizza, so I gotta do it myself. I found out about it from AI. Now my pizza tastes great! The downside is having to go to the hospital to get a stomach pump everytime.
I mean honestly yeah, I'm not going to waste my time with some junior developer who can't explain how the code works and how it interacts with whatever framework I'm working on. I ain't got time for that nonsense, especially when the code I deal with involves safety critical sections of code.
Honestly if my work ever decided to allow unfettered AI code generation into my code base, I would immediately look for a new job at that point.
I am not a developer, but:
I told the owner of the company recently that, and I quote, "I will fucking kill myself if my job becomes reviewing AI output"
Never kill yourself for something that's somebody else's fault.

It's going to make snr devs get fired, surely?
They either refuse to sign off when boss wants them to and get fired or sign off and get fired when ai code they signed off on causes issues.
Bingo.
Maybe not outright fired, but absolutely open them up to career limits based on what you described.
All of Amazon's code undergoes code reviews already. Accepting a PR is already spiritually a sign off.
This is just explicitly a threat, explicitly trying to find someone to hold accountable because you can't hold ai accountable. What are they gonna do, fire the ai? Sign here to be the fall guy. Fuck off.
Or quit/find new jobs. I suspect that's by design by Business Idiots.
*Get rid of the most expensive engineers and the cheaper ones can just use AI to make up the difference in output. And we can make the lower engineers the fall guy when convenient and replace them at our leisure *
The disdain bosses have for average people is astonishing.
You’re absolutely right!
it's pretty fucking stark right? these are the devs that stayed after management mandated they USE the shit in the first place, now they want the same devs to become responsible for what the shit does to their codebases.
“You are now a senior auditor.”
Junior and mid-level engineers will now require more senior engineers to sign off any AI-assisted changes, Treadwell added.
So instead of getting a human to write it and AI peer reviewing it you want the most expensive per hour developers to look at stuff a human didn't write and the other engineers can't explain? Yeah, this is where the efficiency gains disappear.
I read stuff from one of my Jr's all the time and most of it is made with AI. I don't understand most of it and neither does the Dev. He keeps saying how much he's learned from AI but peer programming with him is the pits. I try to say stuff like, "Oops! Looks like we forgot the packages." And then 10 secs of silence later, "So you can go to line 24 and type..."
Just to add to this:
So beyond the first order effects you pointed out - the using of more time from more experience and hence expensive people - there is a second order effect due of loss of improvement in the making of code which is both persistent and cumulative with time: every review and feedback of the code from a junior dev reduces forever the future need for that, whilst every review and feedback of the code from an AI has no impact at all in need for it in the future.
Given enough time, the total time wasted in reviews and feedback for code from junior devs is limited - because they eventually learn enough not to do such mistakes - but the total time wasted in reviews and feedback for code from an AI is unlimited - because it will never improve.
Seniors reviewing code is fine but only when, as someone else mentioned, the code writer is learning from the review. The AI doesn't learn at all and the Jr Dev probably learns very little because they didn't understand the original code. Reviewing AI code often turns into me rewriting most of it.
Lol I would be your Jr, except instead of 10 seconds of silence it would be 10 seconds of me frantically clacking on the keyboard "add a block to this for these packages with proper syntax, I forgot to include it" to claude. Then I'd of course be all discombobulated and shit so I wouldn't even bother to open code, I'd just ctrl-c about 100 lines somewhere around the general area of where I think the new code block should go, then ctrl-v the whole thing into the chat box because why not the company is paying out the dick for these tokens so might as well use them.
And two weeks later half our website crashes which results in you having to go to a meeting where management tells you to keep a closer eye on me. Which is basically what you had been already doing before AI but now you get to babysit me and claude!
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Do the senior engineers NOT sign off on changes to systems that can take down the production servers? Even if we take out the LLM created code, this sounds like a bigger problem
We may start to see people realize that "have the AI generate slop, humans will catch the mistakes" actually is different from "have humans generate robust code."
Not only that, but writing code is so much easier than understanding code you didn't write. Seems like either you need to be able to trust the AI code, or you're probably better of writing it yourself. Maybe there's some simple yet tedious stuff, but it has to be simple enough to understand and verify faster than you could write it. Or maybe run code through AI to check for bugs and check out any bugs it finds…
I definitely have trusted AI to write miniature pointless little projects - like a little PHP page that loaded music for the current directory and showed a simple JS player in a webpage so I could share Christmas music with my family and friends. No database, no file uploading or anything. It worked decently, although not perfectly, and that's all it needed to do.
This is true not just with code, but with many types of complex outputs. Going through and fixing somebody’s horrible excel model is much worse than building a good one yourself. And if the quality is really bad, it’s also just faster to do it yourself from scratch.
I guarantee there's so much pressure on those engineers to deliver code that they rubber stamp a ton of it with the intention of "fixing it later"
Source: I've worked in software for 20+ years and know a lot of folks working for and who have worked for Amazon
That's basically the story at all the big tech companies, from what I've heard. In my time at Facebook, I felt like the only person who actually read the merge requests that people sent me before hitting it with "LGTM"
Yes, so now when there's a success, it gets attributed to AI. When there's an outage, that's the fault of humans not reviewing correctly. These senior engineers will get fucked in all scenarios.
Precisely. From Cory Doctorow's latest, very insightful essay on AI, where he talks about the promise of AI replacing 9 out of 10 radiologists:
"if the AI misses a tumor, this will be the human radiologist's fault, because they are the 'human in the loop.' It's their signature on the diagnosis."
This is a reverse centaur, and it's a specific kind of reverse-centaur: it's what Dan Davies calls an "accountability sink." The radiologist's job isn't really to oversee the AI's work, it's to take the blame for the AI's mistakes.
What is AI good at? Creating thousands of lines of code that look plausibly correct in seconds.
What are humans bad at? Reviewing changes containing thousands of lines of plausibly correct code.
This is a great way to force senior devs to take the blame for things. But, if they actually want to avoid outages rather than just assign blame to them, they'll need to submit small, efficient changes that the submitter understands and can explain clearly. Wouldn't it be simpler just to say "No AI"?
AI's greatest feature in the eyes of the Epstein class is the ability to shift responsibility. People will do all kinds of fucked up shit if they can shift the blame to someone else, and AI is the perfect bag holder.
Just ask the school of little girls in Iran which were likely targets picked by AI with out of date information about it being a barracks. Why bother confirming the target with current intel from the ground when no one's going to take the blame anyway?
"Huge rich company responsible for hosting like half of the fucking internet spent the last year pushing code to global-scale production without so much as a review by a senior engineer."
That's how I read that headline.
I read it as "now a senior developer will be at fault for all AI code." Do you think they will have time to review all that code properly and do their jobs.
How in the glorious fuck was this not a thing from the start? In a system this big and this critical all code should be reviewed by cognizant individuals. Anyone who thought an LLM would be perfect and not need code reviews has their heads so far up their asses they can see through their pee hole.
If you do this, you signal the AI isn't ready for production capabilities, which limits your sales groups capability to market it. Which is in reality the actual case and AI sucks and should never be trusted.
I always saw a code review like a dissertation defense. Why did you choose to implement the requirement in this way? Answers like 'I found a post on Stackoverflow' or 'the AI told me to' would only move the question back one step; why did you choose to accept this answer?
I was a very unpopular reviewer.
Likely, but you did not let poor code pass. That is valuable.
The way AI is being pushed onto workers on a global scale has to be the dumbest thing to ever happen in the work space. Executives are getting hysterical over something they don't even try to understand and even governments shower companies in subsidies if they do anything with AI. Of course the only result so far are mass layoffs and exploding costs for energy and hardware. All the while economies are crumbling everywhere because of course they do when mass unemployment sweeps around the globe. And again, governments everywhere are subsiding this crap with tax payer money. What's even worse than all of that is the insane environmental damage all of this causes. But I'll have to cut myself short here because I'm just getting increasingly upset here.
I guess what I'm trying to say is: We're funding our own decline in rapid speed. Human stupidity has found a new peak in 2026 and it's not even close. I knew the way AI was advertised was completely overblown years ago but I never anticipated it would get this bad this quickly.
as a sr, I would just keep rejecting them and make AI find "reasons" why.
or hear me out, they can build it themselves so they don’t have to chase hallucinations. as a matter of fact, let’s cut the ai out of the project and leave it to summarizing emails.
Keep taking Ls Amazon!
If my job ends up being reviewing AI code spammed at me by vibe coding juniors all day, I’m joining a nunnery.
Aren't their names already on the commits? Or is the AI given write access to their code repository?
I think you already know the answer to that.
They want to move fast and break things but they still want a few meat bags around to blame when things inevitable blow up in their faces.
Couldn't they, I don't know, just go back to people writing the code, and stop using AI to do something it clearly can't handle? Just an idea.
I guess they've invested (thrown) so much money at this thing, they're determined to make it work. Also, I know they've gone into insanely deep debt and if it doesn't work they're going to lose an eye watering amount of money, and perhaps the bubble bursting will be the catalyst to bringing down the entire world economy.
Oh, so yeah, they do have great incentive to make this work, but I don't see it happening. As usual, they fuck up and the rest of us pay the bill. None of the billionaires will suffer any more than loss of face over this. Even if they've broken laws, all they ever get is a small fine and a slap on the back, "Better luck, next time, ol' boy!"
AI is an assistant, not a replacement. It amazes me that Amazon, Microsoft, Google, and all these "tech leader" companies are going to make the same tech fuckup multiple times.
xD
Guess that all-in-on-AI attitude was not such a bold and brilliant idea after all.