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I think a lot of people relate with this but kind of sit with this silently for reasons the author mentioned:

“ Would initiating these discussions result in interpersonal stress? Should I just let things slide? Would I become known as a “difficult” coworker for pushing back on AI use? Does any of it really matter? Does anyone really care? “

Speaking from recent and personal experience:

> Would initiating these discussions result in interpersonal stress?

Yes, it absolutely does. Nobody likes being told they're wrong, and having anything short of glowing support of a New Thing (TM) in American enterprise paints a huge target on your person. You lose opportunities, you lose relationships, you lose growth, and eventually you lose your job.

That being said...

> Should I just let things slide?

NO. Someone has to say something. Someone has to do something to stop bad decisions, bad actions, and bad outcomes. Someone has to point out the harms, flaws, and consequences, even if it comes at the expense of their career.

Otherwise nothing will ever actually change, because everyone else will think it's okay due to a lack of contrasting opinions or supporting evidence.

> Would I become known as a “difficult” coworker for pushing back on AI use?

See the first point above. You will absolutely be scapegoated for anything short of blind fealty to New Things (TM).

> Does any of it really matter? Does anyone really care?

A lot of folks care, but the current economic system incentivizes harming others through fiscal reward. We have to keep giving a fuck, because if we don't, then harm wins.

Don't get me wrong, life is fucking hard and bleak when standing up for cooperation and support is rewarded with job losses, homelessness, and government persecution. That doesn't make it the wrong thing, only the hard thing.

Thank you for writing this. I didn't realize it, but I feel a lot more of this than I thought.
I'm asking myself the same question for a different reason: nobody will even interview me. I've been out of work for a while. Savings are running out. I apparently don't even know how to look for a job anymore.
I see this as a temporary phase driven by AI hype.

In the long run, strong senior specialists — in design, development, and other IT fields — will likely be more valuable than ever. Meanwhile, those who rely entirely on AI without developing fundamentals may never reach that level.

AI isn’t really capable of creating truly complex solutions or top-tier UI/UX — it mostly recombines existing ideas.

So it’s probably better to focus on your craft and avoid burnout — that’s what will matter.

The worst part so far has been some people have Claude write tickets and they don’t check what the very detailed piece of crap ticket says. Just tell me the few pieces of true knowledge you know rather than a full page of AI slop that has multiple errors in it that causes me to waste hours trying to figure out what’s true
No comment on the ethics; however, I think when people's instincts to survive kick in, many of these larger goals get sidelined. There's a growing belief that it's now or never as far as accumulating wealth, securing a house, etc. go because people think once AGI comes their chances of having the lives they want will diminish. The bay area has only gotten more expensive to live in, and that's where all of the AI folks are, so no surprise.

I think in general, if it were cheaper to live, we would see a shift in priorities, what people focus on, etc. More art, less grift.

Genuinely good people get caught up in rat races trying to reach their ceiling while they can. If they didn't feel that pressure, maybe they'd be doing something else.

This resonates a lot with me.

Long breaks help. Take your mind off of things that bothered you. Do things you enjoy. Which may include tech work, but on your own terms.

I wouldn't be surprised if you decide to not go back. The status quo of most organizations is grim. But there are still people who care about the same things as you. You can seek them out and work together, much like you did 15 years ago. This is more difficult now among the noise, but you can tune that out. The industry will never recover altogether, but this current period is a blip of high insanity, which will subside in a few years.

Good luck!

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Can definitely relate. It is no more complicated than I really enjoyed designing and writing code by hand, and get very little joy out of agentic processes. I use the tools and see the velocity increase, but it has just become… bland work. I completely get others’ excitement around the tools and the newfound “super powers”, but it hasn’t much resonated with me.

That’s ok! I was fascinated by coding when many others weren’t and found a great career as a result. A different cohort will love Development 2.0.

The way AI is being used feels like it is proving that, in many orgs, what has always mattered has been the appearance of work, not results of work. Will we wake up in a few years and find out we’ve fired all the doers and are now overloaded with the fakers?
This happened once with open sores now this behavior has turned up to 11. People taking dependencies they don't even know what, full of incorrect code, vulns intentionally or not, delegate everything take no responsibility.
Obviously the author's experience is a nightmare but what was this place like pre-AI? I have a hard time believing people who are this willing to hand over all of their thinking to LLMs were doing anything productive beforehand.
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> The point of a code review is not simply for good code to make it into a codebase, but to build institutional knowledge as people debate and iterate and compromise, slow as it may be.

I feel like this is a very profound insight.

Of course processes like this can become about the immediate utility. Reviewing is then checking work so, it can be merged and used.

But the process is more about us than the code. And we lose the deeper part when we only care about the superficial one.

I'm beginning to think that the only reason code reviews still exist is that "all changes are reviewed before going into production" is probably a checkbox on some security certification checklist.
I work at MSFT and I feel burnt out too and am in a similar situation where I feel like resigning would be better for my mental health but AI isn’t a big contributing factor. I do have some arguments against speculative uses of AI though.

Experimenting with speculative uses is fine, technological breakthroughs require lot of iterations and some would naturally never make it but with the enormous amounts of capex that companies are investing, these have to impact the top line and eventually the bottom line as well. I just don’t see that happening now, I could be wrong.

1. To me speculative uses of AI like meeting notes summarisers seem to add little value if at all. First off, most meetings are performative work especially at big companies. Add to this, when someone just casually pastes the meeting notes from an AI summary and asks the meeting organiser to “pls check for correctness”, my blood just boils. Are we spending billions of dollars of capex for this ?

2. Every team builds their own “agent” for diagnosing incidents which is announced to huge fanfare but people rarely end up using it irl.

3. Devs and PMs chasing “volume” of work. You prompt GPT for an issue and it is bound to give you pages of text that you can use to show how much of output you can churn. I have seen excessively verbose design docs that only the writer (and prompter) could understand and all this was accepted because “Hey, I used AI for this and it must be good”.

There are legit uses of AI and I do have a 20$ Claude subscription which I like and use but at big companies they are shoving AI into every nook and cranny hoping it shows up in the top line and bottom line and so far it doesn’t add up.

Lot of these uses are driven by fear, by repeated exhortations from upper management about shoving AI into every nook and cranny when they are just as much clueless as us. People’s mortgages, their children’s education and their retirement, in short their whole livelihoods are at stake even more so when companies will happily lay off workers without a second thought. So people have to use AI even when it adds questionable value, if at all.

I am not resistant to change and am not an AI Luddite. I am happy to use AI to become a better developer but most current use cases seem to add questionable value.

"The psychic toll of AI" -- It's sad, but each of these scenarios (barring the AI notetaker, which I haven't found to be an issue personally but ymmv) are indicative more of the culture of the company than the tool itself. From my experience it seems like the most frontier companies have the best AI-use culture.

I work at a very 'AI-pilled' company, but:

- Everyone reads and reviews every PR and leaves human comments

- Documentation is written well and tended to by humans

- There's no 'AI mandate'

- Whether features are possible are first explored by an agent but manually traced by a human through the codebase

You can treat AI like a very powerful tool to augment you and run your agent swarms at the same time.

Another problem the author may be facing that if they decide to get back to the tech market and get a new job, it may be difficult with tech still going forward - not in a meaningful way, as computers still compute as before, but enough that lack of experience with a new tool or framework will make them unattractive compared to other candidates.

Otherwise, if they decide to go into another field that they will be starting from scratch in will pay only a small fraction and whatever lifestyle they were used to will have to change.

> Generative AI tools, .. supercharge the spread of disinformation and fascism, ... and concentrate wealth in fewer hands

People caught up in this line of beliefs generally tend to be more neurotic and unhappy about most things.

Can you elaborate? What "line of beliefs" is it?
I feel like all this hype around generated code overlooks a distinct opportunity for enterprising focus on excellent, clean, maintainable, curated code - baked by humans, for other humans.
While I certainly relate to some of your points, and I'm not an AI maximalist by any means, a few thoughts:

> You join a meeting with a coworker. Your coworker has enabled an AI tool to automatically take notes and summarize the meeting. They do not ask for consent to turn it on. The tool mischaracterizes what you discuss.

Asking for consent to what is more or less meeting transcription (already enabled, presumably) seems a little odd. If you don't like it, why not just talk to the coworker and ask them not to use it? Offer to take notes yourself, perhaps.

> A team lead adds an AI chatbot to a Slack channel. Anyone can tag the bot to answer questions about the company’s products. Coworkers tag the chatbot many times a day. You never see someone check that the bot’s responses are correct.

Why would that happen in the Slack channel? Presumably you'd be googling it or reading documentation to do this, not posting in the channel.

> An engineer adds 12,000 lines of code affecting your app’s authentication. They ask that it be reviewed and merged same-day. Another engineer enlists a “swarm” of AI agents to review the code. The code merges with no one having read the full set of changes.

This is an insanely reckless thing to do with or without AI. If this actually happened at your company...I think there were deeper issues than overuse of AI.

> One of your pull requests has been open for a few days. You ask other engineers to leave a code review. Minutes later, an engineer pastes a review that was generated by an AI tool. There are no additional thoughts of their own.

Again, I think you should communicate with your coworkers on this. Possibly even bring it up in 1 on 1s with your manager. Not "I want to discourage use of AI" but "copying and pasting AI responses shows a lack of respect for others' time" and "lack of due diligence," show a horror story of an AI deleting someone's PROD database, etc. it's a useful but imperfect tool, not a replacement for thought.

This report lists failures of some AI systems. They look consequential - but the company does not seem to care. This is very strange - how can it be? I really like AI products they help me all the time - but I know I need to take into account their failure modes and be careful. But lots of organisations don't seem to do that calculation. Will competition root them out? I don't know - I am so enthusiastic about AI - but ever after the LangChain situation I can see that what is adopted is always something that has a lot of flows. The more careful developers that notice the flaws and try to find true workarounds fail because it takes time to do the design well. It is not new thing - there were Betamax mourners for decades - but it seems that the hype machine is now more and more powerful.
Good article.

I want to zoom in on the rise of AI notetakers. AI that generates transcripts alongside recorded video that you can watch later? Amazing. I can catch up later and find people asyhc if I need more info; the videos are discoverable/shareable and anyone who needs to be in the know can be. AI notetakers that give you a summary and nothing else? Useless. These generat concepts of overviews and tend to miss small, but, key details.

I'd rather (and often do) take notes manually than turn on the notetaker.

Hey OP, I quit my job and said "screw it" at the start of the Year for very similar reasons.

I had a "good" job, it was extremely stable and in the public sector, the work hypothetically mattered... I was miserable because it didn't matter. If I would have died in my study, the system would have happily churned on accomplishing nothing without me. There were so many many obstacles to accomplishing anything too, like I'm all about "perfect shouldn't be the enemy of good" - but hypothetically we should do something. I went on vacation in November and when I got back the latest ServiceNow update nuked a bunch of the changes I had worked for months trying to get done.

I quit at the start of the year and honestly, it's been great? Not fast, not suddenly lucrative, but I've been taking it slow. I'm literally building little vibe-engineered tools for local companies. I can now do what would have taken me a team to do by myself, it is paying (albeit slowly), it's fun, and I have time to do the things I care about in this life.

Don't work for the man. Your job cannot love you back, in fact, it actively hates you.

> I'm literally building little vibe-engineered tools for local companies.

Sounds interesting. Care to elaborate?