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LLMs are eroding my software engineering career and I don't know what to do

human-in-the-loop.bearblog.dev

261–270 of 1001 posts

Re: LLMs are eroding my software engineering career and I don't know what to do

#261

Wut? I pilot LLMs all day but there's no way in hell I'd agree to be at the helm of a finance product. That first pillar is still there. Maybe the author isn't aware of the impact they have, but I know, with the evidence of reverted PRs, that when I step outside my area of deep knowledge I can no longer call BS on the agents. Our most capable agent, with access to the same kind of distributed systems the author talks…

Posting this under a burner so I don't dox myself: I work in FinTech on a regulated product. We have access to Mythos. Mythos identified part of our codebase that it confidently asserted was not complaint with a particular regulation and we were at grave risk by allowing it to operate the way it was. Except this was not the case, it had of course hallucinated what the regulation actually required (I know this because…

> it had of course hallucinated what the regulation actually required

Did it do the correct job once you put the regulations doc(s) in the context?

Re: LLMs are eroding my software engineering career and I don't know what to do

#262

I always remember of the infamous Steve Jobs quote "Ideas are cheap". If execution is everything, and frontier LLMs solve execution, then ideas are the gateway to abundance now, but abundance alone does not guarantee "stickiness". What I think is often overlooked is the human "Willingness" and "Care" of staying with the thing for the lack of a better term. What I mean by that is that a lot of people just don't care e…

> If execution is everything, and frontier LLMs solve execution, then ideas are the gateway to abundance now, but abundance alone does not guarantee "stickiness".

They don't "solve" execution.

If you're willing to push them enough, and put in place the system that they can actually get working code, they can solve execution - but that IS engineering!!

They are far from doing that by default now (replacing engineering).

Maybe in 3 years. They're moving fast.

But you can't ask them to build you a better Rust compiler, sit back and watch, and get a result today.

Re: LLMs are eroding my software engineering career and I don't know what to do

#263

Earlier quoted context omitted.

Posting this under a burner so I don't dox myself: I work in FinTech on a regulated product. We have access to Mythos. Mythos identified part of our codebase that it confidently asserted was not complaint with a particular regulation and we were at grave risk by allowing it to operate the way it was. Except this was not the case, it had of course hallucinated what the regulation actually required (I know this because…

It was my impression that a whole lot of products are only pretending to be compliant, and that it's much more profitable to operate like that.

Companies that are growing tend towards faking compliance. Many financial rules like pci only kick in at certain scales. So a company growing very quickly will often be behind the curve but will do everything to seem like they are compliant. Then they would hire people like me to come in and make them actually compliant. More often than not, making an effort at improvement was enough to keep the ball rolling.

Re: LLMs are eroding my software engineering career and I don't know what to do

#264

Software engineers with low self-esteem who built their entire identity as mechanical cognitive workers are having an identity crisis and spreading FUD. Currently, LLMs are nothing more than amplification tools that require significant steering. If you think your job is mainly to take input from POs or managers, translate it into if/else statements and loops, and review PRs, then you never really understood your role…

>You can sit and cry, or you can learn the tools and help shape the future.

What exactly are you helping shape? The volume of your employers bank account?

Re: LLMs are eroding my software engineering career and I don't know what to do

#265
post #84

Wut? I pilot LLMs all day but there's no way in hell I'd agree to be at the helm of a finance product. That first pillar is still there. Maybe the author isn't aware of the impact they have, but I know, with the evidence of reverted PRs, that when I step outside my area of deep knowledge I can no longer call BS on the agents. Our most capable agent, with access to the same kind of distributed systems the author talks…

> It's the expertise of engineers on the team that push it back on track. But how are you so sure your colleagues are not more "expert" than you? Prior LLMs there was room for very good engineers and mediocre engineers to work together in 99% of the companies out there. With LLMs, only the "best" engineers will survive, because nobody needs mediocre engineers anymore. This being HN, I imagine every engineer reading t…

Exactly. Same with tractors. Once they arrived, nobody benefited except Big Tractor.

Famously a net loss for humanity.

Re: LLMs are eroding my software engineering career and I don't know what to do

#266
“even though you're delivering code at a good pace, you're taking too long to deliver those Design Docs. Are you using AI? You should use more AI.”

This here is the crux of it I think… it’s often promoted that AI will give us the time to do the “real” engineering work of designing systems and really serving the user, but in practice all I’ve seen is further attempts at optimizing every last process with AI - just homogenizing every product and feature into slop.

It feels like every leader has been to some talking points boot camp where they’re incentivized to apply pressure to every part of their process - sort of a desperate attempt to justify the costs they’re incurring. I think we will look back at this and see how obviously short sighted it was.

Re: LLMs are eroding my software engineering career and I don't know what to do

#267
This was a good summary. I feel similar. At this point I think 95% of the skills I've developed over the 2 decades are basically useless. Prior to 2023 I felt like every new skill only made me more employable, but now I don't really see any software skills that are safe from AI today. Even the ones that are very likely won't be in a year or two so there's no point in learning.

I've said this in other threads, but it concerns me how little the average person is preparing for what's coming right now... It seems people are making decisions as if their jobs and income are safe when in reality their entire profession could be gone in less than a decade. People in this comment thread saying crap like "yea, but the code LLMs write still isn't that good by my standards" are totally missing the trend. The fact LLMs are even one-shotting extremely technically difficult problems was something almost no one thought they'd be able to do by now a couple of years ago. Even I as someone who pushed back against this and thought they would become extremely competent within years am genuinely amazed at just how good they are. Trust me, regardless of your opinions, your job and career is at risk.

Another thing to understand is that if AI replaces workers in a variety of fields from SWE, accounting, customer support, graphic design, etc. Then it's likely going to be hard to fine other jobs to pivot into because when unemployment increases that significantly everyone will competing for the same limited number of jobs. Some will fine something, but most will struggle to find anything.

I hear a lot of people talking about how they'll just go into 'x' field if AI comes for their job, but realistically you'll need years of reskilling and you're assuming that in a world where other people are also losing their jobs, and where AI is touching ever more forms of work, that you'll easily be able to get a job in that other field. And I'm not saying that won't happen, just that this isn't as realistic or as safe of a bet as some people seem to think it is. You're also likely deluded about how hard it is to find work because you've been in software for the last decade.

Please, please, please, start preparing for what's coming. The economy is going to get extremely rough over the next 10 years. You need to be prepared to be without income for years, if not indefinitely.

Re: LLMs are eroding my software engineering career and I don't know what to do

#269
> I don't know what to do.

Ride the wave. You rode it when websites/webapps were the wave. I came into software industry before internet, kept changing my horse. You are never too old to learn new tricks. The new wave create new kind of work and workers. Be one of them. Ride the beast, master the tools. It's the same game again.

Re: LLMs are eroding my software engineering career and I don't know what to do

#270
I’m excited about the genAI future. I’m a software engineer interested in product, user experience, architecture, and entrepreneurship. After 4 years in the industry, mostly within fintech, I have gotten tired of slow organizations, company politics, nontechnical managers doing the decisions etc.

I’ve saved up a couple of months of salary, have a couple of bootstrap ideas that I believe are within reach for me equipped with a coding agent to build. Hosting can be done almost for free. What used to take entire teams and hence millions of dollars to build can now be done a lot cheaper. If I’m lucky one of those ideas can pay my bills soon. If not I’ll go back to consulting for a couple of months.

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