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Posted by napolux 1/11/2026

The next two years of software engineering(addyosmani.com)
328 points | 383 comments
maciejzj 1/12/2026|
TBH, it all feels like a huge gamble at this point. Neither skills, education, institutional ties, nor current employment can guarantee a stable foundation for life.

This hits harder depending on how much money, social capital, or debt you accumulated before this volatility began. If you’ve paid off your debts, bought a house, and stabilized your family life, you’re gambling with how comfortable the coming years will be. If you’re a fresh grad with student debt, no house, and no social network, you’re more or less gambling with your life.

schnitzelstoat 1/12/2026||
I felt a lot safer when I was a young grad than now that I have kids to support and I can't just up and move to wherever the best job opportunity is or live off lentils to save money or whatever.
maciejzj 1/12/2026|||
Yeah, kids change the landscape a lot. On the other hand, if you don't have any personal ties, its easier to grab opportunities, but you are unlikely to build any kind of social network when chasing jobs all over the country/world.

Either way, there is very little to no path toward "family + place to live + stable job" model.

reactordev 1/12/2026||
This. At 43 I have friends that are all over the country now.

Where I am I’m alone. Don’t underestimate the value of community.

didgetmaster 1/12/2026||||
When I was single with no kids, I felt pretty comfortable leaving a good job to join a startup. I took a 50% pay cut to join when the risk seemed high, but the reward also seemed high.

It paid off for me, but who knows if I would have taken that leap later in life.

swah 1/12/2026||||
There must be "dozens of us" with this fear right now. I'm kinda surprised there isn't a rapid growing place for us to discuss this... (Youtube, X account, Discord place..)
shimman 1/12/2026|||
There is, it happens locally in political organizations. Mostly in services and hospital work.
smeeagain2 1/12/2026|||
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Archonical 1/12/2026|||
May I suggest that it may be your attitude about that piece of paper that is holding you back rather than the paper itself?
smeeagain2 1/12/2026||
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smeeagain2 1/12/2026||
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skeeter2020 1/12/2026||||
I'm confused as to why someone who freely admits they have been broke & unemployed for 15 years feels they are qualified to provide "advice", make critical judgement calls about others and brag about their awesomeness.

>> My actual accomplishments in the world of computing ... are the stuff of legends

We agree on the legends part

smeeagain2 1/12/2026||
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cheema33 1/12/2026||||
I don't have a college degree either. I am about 50. I have never been unemployed and have had high paying software dev jobs my entire adult life. Your claim that the lack of degree is the only thing holding you back is very much incorrect.

I suspect the problem is elsewhere and you are unwilling or uncomfortable to discuss it.

smeeagain2 1/12/2026||
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groby_b 1/12/2026||||
Protip: When you consistently present yourself as somebody with a massively inflated ego who will be a constant pain to interact with, nobody's going to hire you, skills or not.
smeeagain2 1/12/2026||
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justin66 1/12/2026||||
> "going back to school" to learn what I already know pretty damn well already, given that I've been programming since I was 8

It's small consolation if sitting in a classroom is something you truly hate, but the guys who are programming pros before they go into a CS program are very often the ones who do really well and get the most out of it.

smeeagain2 1/12/2026||
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immibis 1/12/2026||
Did you already understand complexity theory (the most obvious example of this phenomenon) by the time you went to an actual school?

Tinkering is great but (good) school teaches you all the things and not just the things you obviously, and then you don't have any knowledge gaps.

Any fool can probably weld metal but how do you learn to do it properly if you don't learn properly?

smeeagain2 1/14/2026||
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solumunus 1/12/2026||||
I left high school with average results and immediately got a job as a junior web developer, and I’m nothing special. I feel there must be more to this story… You don’t come off very well in your post, I imagine it could be the same in person and perhaps therein lies the issue?
smeeagain2 1/12/2026||
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solumunus 1/14/2026||
> There is MUCH you still have to learn about life.

This response, along with your OP, it’s so pretentious and condescending. It seems you feel that you’re superior to everyone intellectually. I assume that you hold the same attitude in person and this is not helping your situation.

The irony is that I’ve done exactly this. I tried to start a business in my early 20’s and failed dramatically. I stopped developing altogether for a decade while I did minimum wage jobs and struggled to find a career. I started developing again in my early 30’s and half a decade later I’m running a software business.

You may well be intelligent but severely lacking in other necessary areas. It seems it is you who has much to learn.

smeeagain2 1/14/2026||
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nafix 1/12/2026||||
So you’re freeloading dumpster food from a corporation. You show them buddy!
smeeagain2 1/12/2026||
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skeeter2020 1/12/2026||
programming since you were 8 and created a HN account 16 days ago... seems legit
afr0ck 1/12/2026|||
I created my first Linux from scratch when I was a freshman in college in a third world country (not India). Fast forward few years later, I now write Linux kernel code for a living. Not sure what you did wrong, bud, to end up miserable like this.
smeeagain2 1/12/2026||
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tayo42 1/12/2026||
This account can't be real
smeeagain2 1/12/2026||
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Havoc 1/12/2026||||
I'm on the flip side of this - not exactly young but no dependants which is making me a little bit less nervous. Seems like the next 20 years will be a wild ride & it doesn't seem optional so lets go I guess
abc123abc123 1/12/2026|||
True. This is one of the best arguments for not having kids. I could never imagine putting myself in that uncertain situation. Much better to reduce those risks, and focus on yourself.
SecretDreams 1/12/2026||
Having kids is a personal choice. The stress of having to support them is real and it might mean, at times, you sacrifice more than you would have without kids.

It's been entirely worth it for me and I cannot imagine my life without kids. But it's a deeply personal choice and I am not buying or selling the idea. I would just say nobody is ever ready and the fears around having them probably are more irrational than rational. But not wanting them because of how it might change your own life is a completely valid reason to not have kids.

s1mplicissimus 1/13/2026|||
I'm happy for you that you are in a situation where you can afford it. Many can't.
falcor84 1/14/2026|||
I agree with everything you said except for

> the fears around having them probably are more irrational than rational

My $0.02 is that if anything, the fears people have about how much their lives would be transformed are significantly lacking, and a lot of the "it's not so bad" advice is post-hoc rationalization. I mean, it's evolutionarily excellent that we humans choose to have kids, but it's very rational to be afraid and to postpone or even fully reject this on an individual basis. And as an industry and as a society, we should probably do a lot more to support parents of young children.

I found this smbc comic about a "happiness spigot" to be the most poignant metaphor - https://www.smbc-comics.com/comic/happiness-spigot?utm_sourc...

SecretDreams 1/14/2026||
Ya, this is a fair callout. I moreso meant fears around being a bad parent. If anything, people experiencing those fears will be fine parents because they've got the consideration to already be thinking about doing a good job for their newly born.
chankstein38 1/12/2026|||
Amen. It's hard to live with hope right now at all. Programmer or otherwise we're constantly told we're all going to be replaced and the economy is a mess (US). Definitely a depressing time to be alive.
WorldMaker 1/12/2026|||
If you are looking for any sort of hope, even a cursed one: there is the perspective that LLM generated code is legacy code as a service. LLMs were trained on a lot other people's legacy code. A lot of "vibe coding" is for what de facto are "day one legacy code apps". If my career has taught me anything, companies will always sunk cost fallacy throw new money at "fixing"/"expanding" legacy apps or the endless "rewrite cycle" of always trying to rewrite legacy apps but never quite succeeding.

Skills like Legacy Code Anthropology and Reverse Engineering will grow into higher demand. Like the worst legacy apps built by junior developers and non-developers (Access/Excel VBA and VB6 alone had a lot of "low code" legacy by non-developers), LLMs are great at "documenting" What was built, but almost never Why or How, so skills like "Past Developer Mind Reading" and "Code Seances" will also be in high demand.

There will be plenty of work still to do "when" everything is vibe coded. It's going to resemble a lot more the dark matter work a lot of software engineering is in big enterprise: fixing other people's mistakes and trying to figure out the best way you can why they made those mistakes so you can in theory prevent the next mistake.

It's a very dark, cursed hope to believe that the future of software engineering is the darkest parts of its present/past. As a software developer who has spent too large of an amount of my career in the VB6 IDE and who often joked that my "retirement plan" was probably going to be falling into an overly-highly-paid COBOL Consultancy somewhere down the line, I'm more depressed that there will be a lot more legacy work than ever, not that there won't be enough work to go around, and it will be some of the ugliest, most boring, least fun parts of my career, forever, and will have even less "cushiness" to make up for it. (That "dream" of a highly paid COBOL Consultancy disappears when good Legacy Code becomes too common and thus the commodity job. Hard to demand slicker, higher salaries when supply is tainted and full.)

majormajor 1/16/2026||
Along those lines, one of the biggest areas completely left out of this article - and many I've seen like it - is operations, cost, incident response, etc.

Maybe eventually you'll want to trust your corporate credit card to the LLMs too, but that's gonna be one of the last things where humans get taken out of the loop. And once the AI is that general what even is the CEO, salesperson, or entrepreneur's role either?

That "programmer/archeologist" idea of Vernor Vinge's books is likely to grow as the piles of generated code get bigger and the feasibility of tossing increasingly-large piles into a single context window at once might not keep up (or probably won't be the best or most cost-effective).

throwaway920102 1/12/2026||||
I think what we're missing is certainty, not hope. You used to have more certainty that if you checked all the correct boxes your financial future would be guaranteed. Hope for the future is sort of separate and the most optimistic person could hold on to hope even now, and the most pessimistic person could lack hope even graduating with a CS degree in 2015.

You can have hope even if a positive outcome isn't guaranteed. In fact that is when hope is the most valuable (and maybe also difficult to find).

sekai 1/12/2026||||
> Amen. It's hard to live with hope right now at all. Programmer or otherwise we're constantly told we're all going to be replaced and the economy is a mess (US). Definitely a depressing time to be alive.

Unless you're a plumber.

maciejzj 1/12/2026||
BTW the whole plumber/electrician/whatever thing is ridiculous. I studied industrial automation before I joined tech. I checked the salaries for manufacturing maintenance engineer last month. The wages are a sad joke compared to the costs of living.
QuiEgo 1/12/2026||||
Also don’t forget the part where we’re told housing will never be affordable again in many areas, and don’t expect to be able to remote work to move to LCOL areas any more.
passthejoe 1/12/2026||
If the economy is profoundly affected by employment conditions going forward, how can housing costs not drop?
teunispeters 1/13/2026|||
Don't forget large scale purchasers using property for tax evasion, money laundering or other such uses. They largely don't even care if the property is maintained.

(eventually properties collapse, but if they keep the values inflated this way, that won't matter to them)

If you want to know more, look into RCMP reports on high property prices in Vancouver BC/Canada circa 2010s+, for example.

maciejzj 1/13/2026|||
If majority of housing is owned for profit by REITs or landlords they have such a leverage over ordinary person, that they can indefinitely hold the prices/rents at a level where they extract maximum of available resources from owning land while making sure people have enough processed food and cheap internet-provided entertainment that they don't rebel.

The prices will adapt, but the equilibrium will always be elite-oriented economy where accommodation of the masses is a second-tier goal.

seberino 1/12/2026|||
Not sure that is warranted. AI will create exciting changes to society for the better. These times are uncertain but certainly not depressing.
plastic-enjoyer 1/12/2026|||
I don't doubt this, however, the question is if AI will do this in our life-time. The industrialization has led to prosperity in the long term, but initially it led primarily to the proletarianization of the people. Are you willing to accept a devaluation of your skills and a decline in your prosperity so that in 50 to 100 years there is a chance that AI will lead to a better future?
macbem 1/12/2026||
No one is going to ask if you're willing to accept this - it's simply going to happen whether we like it or not.
klibertp 1/13/2026||
Some people will answer without being asked. The most we will get out of that is that the word "saboteur" will get a more modern synonym (not sure what it will be, but the inventor of cheap EMP granades will have the biggest say in that). The future will, of course, steamroll over such answers, as it always did, but we'll all feel the bumps on the way.
SCdF 1/12/2026||||
I don't think with any confidence we can say it will be for the better. Or at least, not on balance for the better.
jimbokun 1/13/2026||||
AI companies are not even pretending they will improve society.

They are promising CEOs they can eliminate their workforce to increase profits. For people working for a wage it’s all downside, no upside.

thtmnisamnstr 1/12/2026||||
Uncertainty is frequently a contributor to depression. Uncertainty is one of the most reliable stress triggers, which, over prolonged periods of time, especially when paired with low perceived control, is a direct path to increased depression. So if something is uncertain, it is often depressing as well.
skeeter2020 1/12/2026||||
I think we can assume it will create disruption, but by definition this is both positive and negative for different individuals & dimensions, and it is small solace if society improves while your life languishes or declines - this is just what's happened to a generation of young males in the US and is having huge repercussions. I think you're right to suggest the goal is to avoid letting the uncertainity make you depressed, but that does not automatically make it so of everyone.
jimbokun 1/13/2026||
It’s positive if you are already wealthy, negative if you have to work for a living.
Towaway69 1/12/2026||||
Is that AI generated by any chance? Seems like an AI crystal ball that you're looking into.

It's fine to have that opinion, but please frame as an opinion or else give me the lotto numbers for next week if you can predict the future that accurately.

cess11 1/12/2026||||
"AI will create exciting changes to society for the better"

Why are you certain of this?

bovermyer 1/12/2026||||
Prove your assertion.
vrighter 1/12/2026|||
it is depressing to me for exactly the same reason
jmyeet 1/12/2026|||
I say this without hyperbole: we are (IMHO) on the verge of total systemic collapse.

We've had 50+ years of deteriotating worker conditions and a massive concentration of wealth to like 10,000 people. The 1980s crushed the labor movement, to all of our detriment.

The GFC destroyed the career prospects of many millenials who discovered their entry-level positions no longer existed so we created a generation that we're loaded with student debt, working as baristas.

A lot of people on HN ignored this because the 2010s were good for tech people but many of us didn't realize this post-GFC wave would eventually come for us. And that's what's happening now.

So on top of the millenaisl we now have Gen Z who have correctly realized they'll never have security, never buy a house and will never retire. They'll live paycheck to paycheck, barely surviving until they die. Why? All so Jeff Bezos can have $205 billion instead of $200 billion.

I'm reminded of the quote "only nine meals separates mankind from anarchy".

I believe we've passed the point where we can solve this problem with electoral politics. Western democracies are being overtaken by fascists because of increasing desperation and the total destruction of any kind of leftism since WW2. At this point, it ends violently and sooner than many think.

tavavex 1/13/2026|||
> we are (IMHO) on the verge of total systemic collapse. (...) At this point, it ends violently and sooner than many think.

This is, in a twisted way, an expression of hope. The expectation of a grand collapse is one that's shared by many, but can you explain what gives you that complete certainty that it's near or that it's coming at all?

The far bleaker possibility that I think is totally realistic is that things continue getting worse, but they never cross over the final line. Things are mismanaged, everyone is worse off, but that nine-meal gap is never allowed to happen, and any real threats are squashed at the roots. There's no singular collapse, instead of one definitive societal stab wound that's followed by long hospital recovery, we're inflicted with a thousand minor cuts to near-death.

The people who benefit from all this have been refining their knowledge and growing their power and influence. They're near-gods at this point. They may make a mistake, but what if they don't and the current situation is maintained for decades to come?

brabel 1/12/2026||||
You’re focusing on the US. In Europe, worker protections are great. However, Europe has been lagging behind the US for a couple of decades and the gap has been growing. All tech giants are based in the US or China. Maybe things will collapse in the US now, but very unlikely to do so in Europe unless the impact from the US is so great it propagates to Europe, despite Europe itself not having done the things that caused such collapse in the US , which seems to be the result of prioritizing profit and greed above everything else, including people wellbeing.
raw_anon_1111 1/12/2026|||
Worker protection doesn’t do you any good if companies refuse to hire people abd the government can’t afford the social safety net.
jmyeet 1/12/2026|||
Oh I couldn't disagree more. Europe is on the verge of full-blown fascism. Europe has Reform (UK), AfD (Germany) and National Front (France) as well as Hungary.

Europe created the Russia-Ukraine problem by giving their energy security to Russia. Interestingly, this is a (super) rare win for the first Trump administration: forcing Europe to build an LNG port in 2018 [1] and warning against the dangers of dependence on Russian natural gas. This warning has been completely vindicated.

Europe has stagnant wages, a declining social safety net (eg raising the retirement age in France), a housing affordability crisis in most places (notably exlucding Vienna and there needs to more attention on why this is), inflation problems and skyrocketing energy costs. It's the same 1930s economic conditions that gave rise to fascism last time.

Europe has the same rising anti-immigrant rise in response to declining material conditions that the US hass. In Europe's case it's against Syrians and North Africans. In the UK this also included Polish people.

France is really a perfect example here. Despite all the economic problems you have Macro siding with Le Pen to keep Melenchon and the left out of power.

All of this is neoliberalism run amok and it comes from decisions in WW1, WW2 and post-WW2, most notably that Europe (and the US) decided the biggest threat was socialism and communism. And who's really good at killing communists? Nazis. Just look at the resume of Adolf Heusinger, an early NATO chair [2].

Europe has also outsourced their security to the US via NATO. And NATO is on the verge of collapse. There's a lot of thinking that Congress won't allow Trump to withdraw from NATO, as many in his administration want to do, but NATO could well splinter if Trump takes Greenland.

What happens to Europe with an expansionist Russia and no US security guarantee?

Oh and speaking of worker protections, what happens when the price of bailing out European energy or security issues is the privatizing of your otherwise universal healthcare? It was rumored that parts of the administration wanted the UK to privatize the NHS as part of a post-Brexit trade deal. 15 years of austerity has primed the population to accept this kind of thing.

Many Europeans (rightly) look down on the insanity that's currently going on in the US but at the same time they don't realize just how dire the situation is in Europe.

[1]: https://www.reuters.com/article/business/germany-to-build-ln...

[2]: https://en.wikipedia.org/wiki/Adolf_Heusinger

tavavex 1/13/2026|||
> What happens to Europe with an expansionist Russia and no US security guarantee?

While European military strength isn't in its prime right now, their capabilities without the US are often way underestimated. Not that most of the other issues aren't applicable - everyone appears to be more or less fucked in multiple ways - but losing a conventional war to Russia isn't on the table, barring unthinkable mismanagement or a world-changing event (preemptive use of nukes, etc). Russia has stalemated a war against a singular country that has a fraction of Russia's wealth, loads of antiquated equipment and a small sample of Western tech. The Russian economy has a massive hole in it largely thanks to said war, and is only propped up by existing savings - they're not in danger right now, they're rapidly approaching that point with no way of stopping. Even if the war never happened, they'd still be far weaker than the whole of Europe and likely some individual European countries.

theshrike79 1/13/2026||||
> Europe created the Russia-Ukraine problem by giving their energy security to Russia.

It wasn't "given", Russia did it on purpose. There are SO MANY cases of politicians advocating for Russian natural gas or oil as an energy source who were later revealed to be 100% paid for with Russian money.

rightbyte 1/12/2026||||
This is so depressing to read but I can't help feeling you are right. The feeling is quite surreal becouse if I turn off my computer I can't notice the difference locally in my county. It is like lunatics from "the internet" runs alot of things now irl.
CodeMage 1/12/2026||||
> There's a lot of thinking that Congress won't allow Trump to withdraw from NATO

I wonder how that is supposed to work when the Executive branch has proven they can do whatever they want regardless of the other two branches. The rules are worthless if there are no consequences for breaking them.

jimbokun 1/13/2026||||
I was following you until you implied everyone who’s not a communist is a Nazi.
jmyeet 1/13/2026||
Yeah, they don't really teach this part in history [1]:

> At the height of the Cold War in the 1950s, law enforcement and intelligence leaders like J. Edgar Hoover at the F.B.I. and Allen Dulles at the C.I.A. aggressively recruited onetime Nazis of all ranks as secret, anti-Soviet “assets,” declassified records show. They believed the ex-Nazis’ intelligence value against the Russians outweighed what one official called “moral lapses” in their service to the Third Reich.

And NATO [2]:

> The most senior officers of the latter group were Hans Speidel and Adolf Heusinger, who on Oct. 10 and Nov. 12, 1955, respectively, were sworn in as the Bundeswehr’s first two lieutenant generals... Heusinger, a POW until 1948, ...

> That spring Heusinger succeeded Speidel as chief of Combined Forces when the latter was appointed commander in chief of Allied Land Forces in Central Europe becoming the first German officer to hold a NATO commander in chief position

And it goes on.

Nazi links are well-established to Operation Paperclip [3] under Werner von braun.

And there are many others [4].

I didn't say all the non-communists were Nazi. I said the neoliberal and imperialist projects of the US and Western Europe post-WW2 sided with and gave haven to Nazis to fight communism, which is true.

Fascism in the US didn't begin with the Nazis however. You can trace back the roots to the white supremacy the US was founded on, the slave trade, the Civil War, Reconstruction and even the Business Plot [5] that sought to overthrow FDR in 1933, probably labelling him a communist.

But the Nazis were very popular in the US, culminating with the German American Bund rally in Madison Square Gardens in 1939 [6].

Oh and let's not forget Henry Ford's contribution to all this, notably The International Jew [7], so much so that Hitler praised him in Mein Kampf.

Personally, I'm of the view that a lot of this can be traced back to simply not stringing up all the former slave owners after the Civil War.

[1]: https://archive.ph/A8HHC

[2]: https://www.historynet.com/these-nato-generals-had-unusual-b...

[3]: https://en.wikipedia.org/wiki/Operation_Paperclip

[4]: https://www.npr.org/2014/11/05/361427276/how-thousands-of-na...

[5]: https://en.wikipedia.org/wiki/Business_Plot

[6]: https://en.wikipedia.org/wiki/1939_Nazi_rally_at_Madison_Squ...

[7]: https://www.thehenryford.org/collections-and-research/digita...

brabel 1/13/2026|||
> Europe created the Russia-Ukraine problem by giving their energy security to Russia.

> This warning has been completely vindicated.

That's funny. The US warned Europe of dependence on Russia all the while promoting policies that antagonized Russia in Europe (e.g. NATO expansion). It's almost like the US wanted to push Europe and Russia against each other, so that it could sell its way more expensive natural gas in Europe!? Perhaps they did not anticipate the Russians would be bold enough to go to war on that, but they were certainly willing to accept the risk.

> It's the same 1930s economic conditions that gave rise to fascism last time.

Please. Europe may have some issues , but it's not nearly as bleak as you try to make it... I live here, I go around a lot. Europe is as affluent as ever. People are having a good time, in general. In the 1930's some countries had hyperinflation... you're comparing that to 5% yearly inflation these days?

> Europe has also outsourced their security to the US via NATO.

On that we agree. It was a really bad decision, but understandable given how much the US soft power after WWII was absorbed by Europeans. Some Europeans act like European countries are US states. They take to the streets to join movements that are 100% American, like BLM. It's bizarre.

> What happens to Europe with an expansionist Russia and no US security guarantee?

It shocks me that people like you think Russia is a serious threat to all of Europe, rather than just Ukraine (and maybe Moldova and Georgia if you push it). How can you justify that view? Russia has not drawn any red lines about anything related to the rest of Europe like it had with Ukraine and Georgia (which was thoroughly ignored by Europe, with the strong support and should I say it, advice of the USA), it has not said anything as threatening as Trump saying Greenland will be part of America the nice way or the hard way, yet you believe the US is not a threat, but Russia is. There's some serious dissonance in this line of thought.

> Oh and speaking of worker protections, what happens when the price of bailing out European energy or security issues is the privatizing of your otherwise universal healthcare?

Americans have been saying this for 50 years... they just can't accept that the system has been working well in Europe for workers for all this time (though not as much for companies, as you can clearly notice it's much harder to make behemoths like FAANG in Europe, no doubt because without exploiting workers you can't really do that).

jmyeet 1/13/2026||
> The US warned Europe of dependence on Russia all the while promoting policies that antagonized Russia in Europe (e.g. NATO expansion)

I think there's a certain amount of historical revisionism going on with this. It is complicated however.

You can point to George W. Bush opening the door to NATO membership in 2006 [1] as a turning point but NATO had been gobbling up former Communist bloc countries for more than a decade.

Another noteworthy event is the 2014 revolution that ousted Russian puppet Viktor Yanukovych as the president of Ukraine, culminating in the Minsk Agreement (and Minsk II) to settle disputes in the Dombas and elsewhere.

Russia does have legitimate security concerns int he region such as access to the Black Sea and not having NATO on their border. And by "legitimate" here I simply mean that Europe and the EU do the exact same thing, most notably when the US almost started World War 3 over Soviet influence in Cuba (which itself was a response to the US installing nuclear MRBMs in Turkey). Also, in terms of the threat of a conventional land war, Ukraine is basically a massive highway into Russia, previously used by both Hitler and Napoleon. Not that it worked out well for either.

Whatever the case, having another Belarus in Ukraine was ideal for Russia and I think their designs on this long predated any talk of Ukraine joining NATO, which was DOA anyway. Germany, in particular, were always going to veto expanding NATO to share a border with Russia.

My point here is I'm not convinced that any promises of neutrality by Ukraine would've saved Ukraine from Russian designs.

> Europe is as affluent as ever

Based on what? Personal anecdotes? The EU acknowledges a housing crisis [2].

> It shocks me that people like you think Russia is a serious threat to all of Europe,

It is a serious threat. Not in the conventional land-war a la WW2 sense but we're dealing with the world's other nuclear superpower (China doesn't have the nuclear arsenal Russia does, by choice). But Putin's playbook is oddly reminiscent to Hitler's playbook leading up to the war. That is, Hitler argued he was unifying Germans in Austria, the Sudetenland, etc. Similarly, Putin is using ethnically Russian populations in a similar way: as an excuse to intervene and take territory.

There is a significant Russian population in Latvia who are stateless. IIRC it's estimated there are more than 200,000 of them.

American security and energy guarantees are really the only things holding Europe together right now. If NATO splinters, what's to stop Russia from seizing parts of Latvia?

This situation is precarious.

> they just can't accept that the system has been working well in Europe for workers for all this time

No, they don't care that it works. In fact, they've been doing everything they can to make it not work. We now have a generation of people in many European countries (and I include the UK here) who have never not known austerity and constant government cutbacks. Satisfaction with the NHS deteriorates as it's been deliberately starved for 15+ years.

This is a well-worn and successful playbook called starving the beast [3]. It's laying the groundwork for a push for privatization. It'll be partial privatization to start with and just creep from there.

I'm not sure you truly appreciate just how much US foreign policy is designed to advance the interests of American corporations.

[1]: https://www.theguardian.com/world/2008/apr/01/nato.georgia

[2]: https://www.consilium.europa.eu/en/policies/housing-crisis/

[3]: https://en.wikipedia.org/wiki/Starve_the_beast

brabel 1/13/2026||
> You can point to George W. Bush opening the door to NATO membership in 2006 [1] as a turning point but NATO had been gobbling up former Communist bloc countries for more than a decade.

The 1990's Russia was a hugely struggling nation that could barely feed its population, but even then they opposed NATO expansion strongly!

> The decision for the U.S. and its allies to expand NATO into the east was decisively made in 1993. I called this a big mistake from the very beginning. It was definitely a violation of the spirit of the statements and assurances made to us in 1990.

Source: (Gorbachev in interview from 2014) https://www.rbth.com/international/2014/10/16/mikhail_gorbac...

> Based on what? Personal anecdotes? The EU acknowledges a housing crisis [2].

The housing crisis is mostly limited to inflated prices in large cities and is itself evidence that people have a good purchasing power, since it's not being driven by foreign capital (at least where I live, in the Nordics).

Which statistics show the EU is NOT affluent?? If we look at GDP (+1.35% yearly in the last 10 years [1], not too bad for developed economies) and unemployment (currently around 6% for the whole EU [2]), it's not bad, especially if you consider the huge number of recent immigrants (unemployment among the native population is much lower than the total figures show, in Sweden, for example, native Swedes have near full employment).

But yeah, I think personal anedoctes are also helpful to establish whether a country looks like it's going down... and everywhere I go, I see only good signs: shops expanding, lots of new buildings, full bars and restaurants, people are driving the latest electric cars... what I don't see is things like businesses closing down, struggling local shops etc. which are normally very visible (I know, I've seen that) in economies that are in dire straits.

> There is a significant Russian population in Latvia who are stateless. IIRC it's estimated there are more than 200,000 of them.

Yes, I've been to Latvia and Russian is clearly spoken by a large percentage of the population (to my surprise, including the young generation). As long as they are not suppressed from speaking their language (as is happening in Ukraine right now and even before the war, and in some areas in the Baltic countries) and they're not made second-class citizens (as is happening in Estonia, where they can no long vote [3]), Putin will not have any excuse to do that, and those countries would be wise to not provide such excuses! Anyway, I think that regardless of that, NATO will survive even without the USA (as something else, perhaps, but the union between European states is extremely important to maintain) and I really belive Article 5 will exist even if NATO evolves into a Europe-only alliance.

> I'm not sure you truly appreciate just how much US foreign policy is designed to advance the interests of American corporations.

Not sure what you're referring to... I think I do appreciate it. The interview [4] Trump had with the American oil companies after the partial "annexation" of Venezuela couldn't be a better example of that.

[1] https://en.wikipedia.org/wiki/Economy_of_the_European_Union#...

[2] https://en.wikipedia.org/wiki/Economy_of_the_European_Union#...

[3] https://www.lemonde.fr/en/russia/article/2025/03/26/estonia-...

[4] https://www.youtube.com/watch?v=W_7VhFaRqKE

theshrike79 1/13/2026||||
At one point there will be enough people with no job or no hope who will do the math of "there are 100 million of us and 3000 billionaires" and hopefully have read enough history to learn about the French Revolution and the tools they used.

The only way to prevent this is to guarantee that people without jobs will still have a roof over their heads and enough calories and micronutrients every day to survive - and some entertainment.

shimman 1/12/2026|||
I do wonder what will come next, it seems very unlikely that modern states can effectively be toppled and replaced by revolutions but maybe the nature of revolutions will change themselves. After all, it's not like the neoliberal paradigm was always so, it was systematically planned by elites in the 1970s and we're now proudly living in the society they envisioned (elites have wealth while everyone else struggles). The neoliberal establishment was definitely a revolution that impacted and destroyed many lives but it wasn't treated as such.

I guess the next turning of the wheel will be similar too.

Or maybe we all just have poor imaginations.

stanford_labrat 1/12/2026||
at the dissolution and decentralization of empires feudalism in it's many forms historically seems to be the most common outcome.

i would say that we firmly live in the American Empire with techno-feudalistic tendencies, but a historical event of such magnitude as the complete dissolution of the American state will probably see a reversal to a more traditional feudal system. Think Jeff Bezos and Bill Gates buying up and becoming the Dukes of the PNW.

personally though i don't think we are at this stage yet or even close to it. until the federal government becomes COMPLETELY inept and the average citizen cannot buy food, this won't happen. yes market conditions are currently not the best but we are nowhere near starvation.

RivieraKid 1/12/2026|||
It's been a cause of mild background anxiety for me for the past 3 years. One part is financial and the other is a potential loss of a comfortable and relatively high status job that I can get even with below average social and physical skills.

I need about 4.5 years until basic financial independence, I wonder how does it feel to be at that point.

glemion43 1/12/2026||
I'm more worried about the global impact.

Will people still buy and sell houses?

Will house prices go down because no one can afford them?

Will house prices go up because so few will sell their assets?

I would like to buy a small farm today without debt and cheap energy (upfront investment in solar and storage) but I need a few years more.

Does the world can really change that fast? I don't know but the progress in AI is fast, very fast.

AstroBen 1/12/2026|||
Fresh grads will be fine regardless. You're okay to start over from scratch at 25. 42 on the other hand is tough

I feel for the mid-career people with families to support. Can't imagine how stressful that would be

aeldidi 1/12/2026||
This is a fresh perspective for me. I'm around 25 and have been struggling with finding some kind of path towards making my career into something sustainable long-term, but never really considered the other side. I think the issue many have on my end is that they don't really have much of anything to stand on while they rebuild yet, whereas they might think that someone more experienced could pivot to business and people-oriented roles by leveraging what they have now. I know many people personally struggling to find work as it is right out of school, and many have student loans which exacerbate the situation. For a lot of people, starting from scratch is not realistically feasible in the near future unless they're content with being homeless for a while.

Of course labor jobs will always exist, and a 25 year old would (on average) be much more physically able for that than someone older, so it goes both ways.

AstroBen 1/12/2026||
Consider people in their 40s have..

A mortgage: if you were assuming a strong income that would continue, you very likely could be forced to sell your house and take a huge loss

A family, kids: people relying on you

Time: at this point you have retirement plans and financial deadlines you need to hit if it's to ever become a reality

God forbid you have any health issues that cost $$$ which tend to come as you age. Can you afford to lose health insurance?

If you think about re-skilling and starting off at entry level.. people don't really want to hire older beginners.

Of course that's absolute worst case scenario, but I guarantee there are a lot of people there.

I'd 100% choose living out of my car for a while. In your 20s you can upend everything and completely reinvent yourself. Time, minimal responsibilities and energy are priceless

> could pivot to business and people-oriented roles by leveraging what they have now

There's a reason that's really vague, right? Because who knows if it'll be available

I don't think AI is gunna reach this point but who knows. It's not off the table

hackmack10 1/13/2026|||
If enough people have nothing left to lose, the French Revolution will most likely be the outcome. Or a working UBI. If programmers aren't safe, I can't imagine most other professions won't be on the chopping block as well.
throw1235435 1/13/2026||||
There's a lot of this forum in exactly that position. The fear is real; there is a real risk this AI destroys families and people's lives in the disruption.
DrPimienta 1/13/2026|||
I understand this perspective, but it's like... I would like to have a house and kids and all those things you mentioned, even if it was hard. That's not an option, financially, for a lot of young people
rwmj 1/12/2026|||
Work on becoming Financially Independent. The best time to start was when you started your career, the second best time to start is now.
pepperball 1/12/2026||
Yeah really seems like the only way to win (or rather not lose) is simply not to play.

At this point I’ve realized I need to cast all other ambitions aside and work on getting some out of the way land that I own.

skeeter2020 1/12/2026||
I'm older, aware, decently resourced and really trying NOT to play but it is still hard to accomplish. I'm married with 3 kids and even though I sit out much of the nonsense, your friends, family and community will keep pulling you back in. It's hard to do"not playing" without "not participating" and I don't think anybody should do that.
SkyeCA 1/12/2026|||
> TBH, it all feels like a huge gamble at this point.

Honestly? It does and I feel completely hopeless. I'm very, very angry with the world/life at this point to put it mildly.

block_dagger 1/12/2026||
I think we all need to respond by being very, very flexible and open minded about how to contribute to society going forward. I'm on the back end of my career but I imagine it's terrifying for newcomers. Stay agile! We're all in this together.
Havoc 1/12/2026|||
And not just SWE. If that falls then we're pretty close to societal upheaval because the difference vs other jobs is largely just better training data (github)
Mountain_Skies 1/12/2026||
And yet the current administration, like every other administration since the mid 90s, still sets labor immigration policy on the testimony of the tech industry that there is still a critical shortage of tech labor so the doors must be remain open for the 30th year of the temporary program that's only going to be in place until the tech companies have time to train domestic talent. If you have a problem with this, you're a racist Nazi who should be excluded from society. Left, right, up, down, they all agree on this, as does the vast majority of posters here. Their defense for this is that little down arrow since they have no other legitimate defense for the 30th something year of the temporary program to give them time to train the talent they claim doesn't exist in the United States.
babblingfish 1/12/2026||
My experience hasn't been LLMs automate coding, just speeds it up. It's like I know what I want the solution to be and I'll describe it to the LLM, usually for specific code blocks at a time, and then build it up block-by-block. When I read hacker news people are talking like it's doing much more than that. It doesn't feel like an automation tool to me at all. It just helps me do what I was gonna do anyways, but without having to look up library function calls and language specific syntax
Aurornis 1/12/2026||
> My experience hasn't been LLMs automate coding, just speeds it up.

This is how basically everyone I know actually uses LLMs.

The whole story about vibecoding and LLMs replacing engineers has become a huge distraction from the really useful discussions to be had. It’s almost impossible to discuss LLMs on HN because everyone is busy attacking the vibecoding strawman all the time.

miki123211 1/12/2026|||
As a professional programmer, I think both are useful in different scenarios.

You're maintaining a large, professional codebase? You definitely shouldn't be vibe coding. The fact that some people are is a genuine problem. You want a simple app that you and your friends will use for a few weeks and throw away? Sure, you can probably vibe code something in 2 hours instead of paying for a SaaS. Both have their place.

iknowSFR 1/12/2026|||
I’m seeing vibe coding redefine what the product manager is doing. Specifically, adding solution execution to its existing strategy and decision making responsibilities. The PM puts solutions in front of a customer and sees what sticks, then hands over the concept to engineering to bake into the larger code base. The primary change here is no longer relying on interviews and research to make product decisions that engineering spends months building only to have flop when it hits market. The PM is being required to build and test dozens of solutions before anything makes its way to engineering resources. How engineering builds the overall solution is still under their control but the fit is validated before it hits their desk.
sanderjd 1/12/2026||
Yes!

I think the next step is to realize that this kind of product manager role is one that more "engineers" should be willing to take on themselves. It's pretty clear why user interviews and research and product requirement docs are not obviously within the wheelhouse of technical people, but building lots of prototypes and getting feedback is a much better fit!

phn 1/12/2026|||
I think the problem starts with the name. I've been coding with LLMs for the past few months but most of it is far from "vibed", I am constantly reviewing the output and guiding it in the right direction, it's more like a turbo charged code editor than a "junior developer", imo.
falloutx 1/12/2026||||
> The whole story about vibecoding and LLMs replacing engineers has become a huge distraction

Because the first thing that comes from individual speed up is not engineers making more money but there being less engineers, How much less is the question? Would they be satisfied with 10%, 50% or may be 99%?

spacebanana7 1/12/2026|||
Generally the demand for software engineers has increased as their productivity has increased, looking back over the past few decades. There seems to be effectively infinite demand for software from consumers and enterprises so the cheaper it gets the more they buy.

If we doubled agricultural productivity globally we'd need to have fewer farmers because there's no way we can all eat twice as much food. But we can absolutely consume twice as much CSS, try to play call of duty on our smart fridge or use a new SaaS to pay our taxes.

zelphirkalt 1/12/2026|||
Oh but we can absolutely let all that food go to waste! In many places unbelievable amounts of food go to waste.

Actually, most software either is garbage or goes to waste at some point too. Maybe that's too negative. Maybe one could call it rot or becoming obsolete or obscure.

raw_anon_1111 1/12/2026||||
I have been around for “the past few decades”. Then you saw the rapid growth of the internet, mobile and BigTech. Just from the law of large numbers, BigTech isn’t going to grow exponentially like it did post 2010.

It’s copium to think that with the combination of AI and oversupply of “good enough” developers, that it won’t be harder for developers to get jobs. We are seeing it now.

It wasn’t this bad after the dot com bust. Then if you were just an ordinary enterprise developer working “in the enterprise” in a 2nd tier city (raises hand), jobs were plentiful.

sanderjd 1/12/2026||
I think the better way to think of this is whether it will be harder for people who are good at using AI tools to accomplish things with computers to get jobs. Maybe, but I don't think so. I think this skill set will be useful in every line of work.
raw_anon_1111 1/12/2026||
That doesn’t solve the problem. It’s easy enough to be “good enough” at AI tools just like it’s easy enough to be a decent enterprise CRUD full stack/back end/mobile developer. It will still be hard to stand out from the crowd.

I saw this coming on the enterprise dev side where most people work back in 2015. Not AI of course, but the commoditization of development.

I started moving closer to the “business”, got experience in leading projects, soft skills, requirements gathering, AWS architecture etc.

I’m not saying the answer is to “learn cloud”. I am saying that it’s important to learn people skills and be the person trusted with strategy and don’t just be a code monkey pulling well defined tickets off the board.

sanderjd 1/12/2026||
My point is: I don't think there will be way more jobs for "AI developers", I think there will be plenty of jobs for people who are employed in an industry and adept with using AI tools to be effective at their job. These people would not be differentiating themselves from other "AI developers", but from other people who do their role in whatever industry they are in, but who aren't as adept with these tools.
lelanthran 1/12/2026||||
> Generally the demand for software engineers has increased as their productivity has increased, looking back over the past few decades. There seems to be effectively infinite demand for software from consumers and enterprises so the cheaper it gets the more they buy.

I see this fallacy all the time but I don't know if there is a name for it.

I mean, we make used fun of MBAs for saying the same thing, but now we should be more receptive to the "Line Always Goes Up" argument?

kasey_junk 1/12/2026||
Jevons paradox and it’s not a fallacy. It’s an observable behavior. The problem is it’s not predictive.
lelanthran 1/12/2026||
> Jevons paradox and it’s not a fallacy. It’s an observable behavior. The problem is it’s not predictive.

I was referring specifically to this point, which, IMHO, is a fallacy:

>>> There seems to be effectively infinite demand for software from consumers and enterprises so the cheaper it gets the more they buy.

There is no way to use the word "infinite" in this context, even if qualified, that is representative of reality.

ambicapter 1/12/2026|||
As counter-anecdata, I have a family members that are growing businesses from scratch and they constantly talk to me about problems they want to solve with software. Administrative problems, product problems, market research problems, you name it. I'm sure they have other problems they don't talk to me about where they're not looking for software solutions, but the list of places they want software to automate things is never-ending.
falloutx 1/12/2026||||
There consumer internet is mostly cropped up by white collar people buying stuff online and clicking on ads. Once the cutting starts, the whole internet economy just becomes a money swapping machine between 7 VC groups.

The demand for paid software is decreasing cause these AI companies are saying "Oh dont buy that SAAS product because you can build it yourself now"

dasil003 1/12/2026||
SaaS is not just software though, it’s operationalized software and data management. The value has increasingly been in the latter well before AI. How many open source packages have killed their SaaS competitors (or wrappers)?
rowanajmarshall 1/12/2026|||
As much as I appreciate the difference between literal infinity and consumers' demand for software, there's just so much bad software out there waiting to be improved that I can't see us hitting saturation soon.
Ragnarork 1/12/2026||||
This reasoning is flawed in my opinion, because at the end of the day, the software still has to be paid for (for the people that want/need to make a living out of it), and customers wallet are finite.

Our attention is also a finite resource (24h a day max). We already see how this has been the cause for the enshittificaton of large swathes of software like social media where grabbing the attention for a few seconds more drives the main innovation...

jimbokun 1/13/2026||
Most software is paid for by businesses, not consumers.
kace91 1/12/2026|||
the demand for software has increased. The demand for software engineers has increased proportionally, because we were the only source of software. This correlation might no longer hold.

Depending on how the future shapes up, we may have gone from artisans to middlemen, at which point we're only in the business of added value and a lot of coding is over.

Not the Google kind of coding, but the "I need a website for my restaur1ant" kind, or the "I need to agregate data from these excel files in a certain way" kind. Anything where you'd accept cheap and disposable. Perhaps even the traditional startup, if POCs are vibecoded and engineers are only introducer later.

Those are huge businesses, even if they are not present in the HN bubble.

falloutx 1/12/2026||
> "I need a website for my restaurant" kind, or the "I need to aggregate data from these excel files in a certain way" kind

I am afraid that kind of jobs were already over by 2015. There are no code website makers available since then and if you can't do it yourself you can just pay someone on fiverr and get it done for less than $5-50 at this point, its so efficient even AI wont be more cost effective than that. If you have $10k saved you can hire a competitive agency to maintain and build your website. This business is completely taken over by low cost fiverr automators and agencies for high budget projects. Agencies have become so good now that they manage websites from Adidas to Lando Norris to your average mom & pop store.

wolpoli 1/12/2026|||
Just to add to the point: no code web site makers have already incorporated AI to simplify marketing tasks like drafting copies/blogs/emails.
csa 1/12/2026|||
I wonder exactly what you do, because almost none of your comment jibes with my knowledge and experience.

Note that I own an agency that does a lot of what you say is “solved”, and I assure you that it’s not (at least in terms of being an efficient market).

SMBs with ARR up to $100m (or even many times more that in ag) struggle to find anyone good to do technical work for them either internally or externally on a consistent basis.

> I am afraid that kind of jobs were already over by 2015.

Conceptually, maybe. In practice, definitely not.

> There are no code website makers available since then

… that mostly make shit websites.

> and if you can't do it yourself you can just pay someone on fiverr and get it done for less than $5-50 at this point,

Also almost certainly a shit website at that price point, probably using the no-code tools mentioned above.

These websites have so many things wrong with them that demonstrably decrease engagement or lose revenue.

> its so efficient even AI wont be more cost effective than that.

AI will be better very soon, as the best derivative AI tools will be trained on well-developed websites.

That said, AI will never have taste, and it will never have empathy for the end user. These things can only be emulated (at least for the time being).

> If you have $10k saved you can hire a competitive agency to maintain and build your website

You can get an ok “brochure” website built for that. Maintaining it, if you have an agency that actually stays in business, will be about $100 minimum for the lowest effort touch, $200 for an actually one line change (like business hours), and up from there from anything substantial.

If you work with a decent, reputable agency, a $10k customer is the lowest on the totem pole amongst the agency’s customer list. The work is usually delegated to the least experienced devs, and these clients are usually merely tolerated rather than embraced.

It sucks to be the smallest customer of an agency, but it’s a common phenomenon amongst certain classes of SMBs.

> This business is completely taken over by low cost fiverr automators and agencies for high budget projects.

This is actually true. Mainly because any decent small agency either turns into one that does larger contracts, or it gets absorbed by one.

That said, there is a growing market for mid-sized agencies (“lifestyle agencies”?).

> Agencies have become so good now that they manage websites from Adidas to Lando Norris to your average mom & pop store

As mentioned above, you absolutely do not want to be a mom and pop store working with a web agency that works with any large, international brand like Adidas.

I appreciate your points from a conceptual level, but the human element of tech, software, and websites will continue to be a huge business for many decades, imho.

skeeter2020 1/12/2026|||
anecdotal at best but I have directly heard CTOs - and hear noise beyond my immediate bubble - talk about 10x improvements with a straight face. Seems ridiculous to me, and even if the coding gets 10x easier the act of defining & solving problems doesn't #nosilverbullet
falloutx 1/12/2026||
It doesnt even have to work, it just need to show execs that it can be used to cut costs by firing employees.
throwaway6734 1/12/2026||||
I perform software engineering at a research oriented institution and there are some projects I can now prototype without writing a line of code. The productivity benefits are massive
hnthrow0287345 1/12/2026||
Prototypes are always meant to be thrown away though, someone's going to have to redo it to comply with coding standards, scaling requirements, and existing patterns in the code base.

If the prototype can be just dropped in and clear a PR and comply with all the standards, you're just doing software engineering for less money!

quest88 1/12/2026||
the reality is people will be shipping "prototype code" all the time, outpacing those that don't and winning.
latexr 1/12/2026||||
> It’s almost impossible to discuss LLMs on HN because everyone is busy attacking the vibecoding strawman all the time.

What’s “the vibecoding strawman”? There are plenty of people on HN (and elsewhere) repeatedly saying they use LLMs by asking them to “produce full apps in hours instead of weeks” and confirming they don’t read the code.

Just because everyone you personally know does it one way, it doesn’t mean everyone else does it like that.

Chris2048 1/12/2026||
I'd assume the straw-man isn't that vibe-coding (vbc) doesn't exist, but that all/most ai-dev is vbc, or that it's ok to derail any discussion on ai-assisted dev with complaints applicable only/mainly to vbc.
latexr 1/12/2026||
Neither of those would be a strawman, though. One would be a faulty generalization and the other is airing a grievance (could maybe be a bad faith argument?).

https://en.wikipedia.org/wiki/Faulty_generalization

Though I get that these days people tend to use “strawman” for anything they see as a bad argument, so you could be right in your assessment. Would be nice to have clarification on what they mean.

Chris2048 1/12/2026||
Hmm, if the purpose of either is so an "easier" target can be made, I think it could still qualify as a straw-man; I think an accusation of straw-manning is in part a accusation of another's intent (or bad faith - not engaging with the argument).
latexr 1/12/2026||
> Hmm, if the purpose of either is so an "easier" target can be made, I think it could still qualify as a straw-man

Good point.

> I think an accusation of straw-manning is in part a accusation of another's intent (or bad faith - not engaging with the argument).

There I partially disagree. Straw-manning is not engaging with the argument but it can be done accidentally. As in, one may genuinely misunderstand the nuance in an argument and respond to a straw man by mistake. Bad faith does require bad intent.

kylecazar 1/12/2026||||
Half strawman -- a mudman, perhaps. Because we're seeing proper experts with credentials jump on the 'shit, AI can do all of this for me' realization blog post train.
Chris2048 1/12/2026|||
Which experts?
kylecazar 1/12/2026|||
Well, I have a lot of respect for antirez (Redis), and at the time of my writing this comment he had a front page blog post in which we find:

"Writing code is no longer needed for the most part."

It was a great post and I don't disagree with him. But it's an example of why it isn't necessarily a strawman anymore, because it is being claimed/realized by more than just vibecoders and hobbyists.

nl 1/12/2026||||
Does Linus Torvalds count?
ruszki 1/12/2026||
When has he stated that he uses AI like that? The last I heard about him a month ago, he specifically stated that he was not interested in AI to write code: https://www.zdnet.com/article/linus-torvalds-ai-tool-maintai...
Philpax 1/12/2026||
3 days ago: https://github.com/torvalds/AudioNoise/blob/main/README.md

> Also note that the python visualizer tool has been basically written by vibe-coding. I know more about analog filters -- and that's not saying much -- than I do about python. It started out as my typical "google and do the monkey-see-monkey-do" kind of programming, but then I cut out the middle-man -- me -- and just used Google Antigravity to do the audio sample visualizer.

darkwater 1/12/2026||
For me there are two things notesworthy in that repo:

* the README was clearly not written by an LLM nor aided

* he still uses GPLv2 (not 3) as the license for his works

quest88 1/12/2026|||
the author of this post and Steve yegge come to mind
eaurouge 1/12/2026|||
So another strawman?
tech_tuna 1/16/2026|||
There's a crazy amount of hype, fear and blatant lies in the mix. And the pace is absolutely bonkers. The pace of announcements is even more bonkers. Maybe things will settle down to a new normal at some point.

You might think that everyone has FOMO or is an anti-AI Luddite when of course there are a LOT of us somewhere in the middle, just trying to get our work done and trying to figure out what our careers will look like in 5-10 years.

One big thing that no one seems to talk about - GenAI is unlocking many new (and oftentimes "small") business ideas that were not practical just a few years ago. I have witnessed this firsthand. . . however, it will also take away jobs. How many, who knows?

tl;dr everyone is full of shit or selling something or terrified to the point where they can't think straight. And no one has a crystal ball.

sanderjd 1/12/2026|||
Yeah I also sense this disconnect between the reality and hype.

In part, I think what people are responding to is the trajectory of the tools. I would agree that they seem to be on an asymptote toward being able to do a lot more things on their own, with a lot less direction. But I also feel like the improvements in that direction are incremental at this point, and it's hard to predict when or if there will be a step change.

But yeah, I'm really not sure I buy this whole thing about orchestrating a symphony of agents or whatever. That isn't what my usage of AI is like, and I'm struggling to see how it would become like that.

But what I am starting to see, is "non-programmers" beginning to realize that they can use these tools to do things for their own work and interests, which they would have previously hired a programmer to do for them, or more likely, just decided it wasn't worth the effort. I think for those people, it does feel like a novel automation tool. It's just that we all already knew how to do this, by writing code. But most people didn't know how to do that. And now they can do a lot more.

And I think this is a genuine step change that will have a big effect on our industry. Personally, I think this is ultimately a very good thing! This is how computers should work, that anybody can use them to automate stuff they want to do. It is not a given that "automating tasks" is something that must be its own distinct (and high paying) career. But like any disruption, it is very reasonable to feel concerned and uncertain about the future when you're right in the thick of it.

conartist6 1/12/2026|||
The best advice to juniors is "do not use AI!"

Dunno why the author thinks an AI-enhanced junior can match the "output"of a whole team unless he means in generating lines of code, which is to say tech debt.

Being able to put a lot of words on screen is not the accomplishment in programming. It usually means you've gone completely out of your depth.

iLoveOncall 1/13/2026||
> Dunno why the author thinks an AI-enhanced junior can match the "output"of a whole team

Because the author has a vested interest in peddling this bullshit given he works on Gemini at Google.

palata 1/12/2026|||
I think it does both: you can have an LLM automate bad coding (that's the vibe coding part), and you can have an LLM speed up good coding.

Many times, bad code is sufficient. Actually too many times: IMHO that is the reason why the software industry produces lower quality software every year. Bad products are often more profitable than good products. But it's not always for making bad products: sometimes it's totally fine to vibe code a proof or concept or prototype, I would say.

Other times, we really need stable and maintainable code. I don't think we can or want to vibe code that.

LLMs make low-quality coding more accessible, but I don't think they remove the need for high-quality coding. Before LLMs, the fraction of low-quality code was growing already, just because it was already profitable.

An analogy could be buildings: everybody can build a bench that "does the job". Maybe that bench will be broken in 2 months, but right now it works; people can sit on it. But not everybody can build a dam. And if you risk going to jail if your dam collapses, that's a good incentive for not vibe coding it.

jvans 1/12/2026|||
i notice a huge difference between working on large systems with lots of microservices and building small apps or tools for myself. The large system work is what you describe, but small apps or tools I resonate with the automate coding crowd.

I've built a few things end to end where I can verify the tool or app does what I want and I haven't seen a single line of the code the LLM wrote. It was a creepy feeling the first time it happened but it's not a workflow I can really use in a lot of my day to day work.

lovich 1/12/2026|||
All I know is that firing half my employees and never hiring entry level people again nets me a bonus next quarter.

Not really sure why this article is talking about what happens 2 years from now since that’s 8 times longer than anything anyone with money or power cares about.

Esophagus4 1/12/2026|||
Hmmm I know this it’s true because if management only thought quarterly, no one would ever hire anyone. Hiring someone takes 6+ months to pay off as they get up to productivity.
thfuran 1/12/2026||
But the management immediately gets street cred for increasing headcount and managing more resources.
Esophagus4 1/12/2026||
I can't tell if we're doing like a sarcastic joking thing where we're making fun of management, or if you really believe this. If we're joking around, then haha. If you really believe this to be true, then you have a warped view of reality.

The street cred doesn't come from managing more resources, the street cred comes from delivering more.

falloutx 1/12/2026|||
What a benevolent bossman here, keeping 50% of the jockeys around this quarter. He is probably sacrificing one of his yachts for this.
thfuran 1/12/2026||
He’s keeping some around so he can fire half again next quarter for another bonus. That’s the sort of forward-thinking strategic direction that made him the boss man.
cppluajs 1/12/2026||
So log(N) times the bonus. Very smart boss here.
petesergeant 1/12/2026|||
I’m doing both. For production code that I care about, I’m reading every line the LLM writes, correcting it a lot, chatting with an observer LLM who’s checking the work the first LLM and I are writing. It’s speeding stuff up, it also reduces the friction on starting on things. Definitely a time saver.

Then I have some non-trivial side projects where I don’t really care about the code quality, and I’m just letting it run. If I dare look at the code, there’s a bunch of repetition. It rarely gets stuff right the first time, but that’s fine, because it’ll correct it when I tell it it doesn’t work right. Probably full of security holes, code is nasty, but it doesn’t matter for the use-cases I want. I have produced pieces of software here that are actively making my life better, and it’s been mostly unsupervised.

noufalibrahim 1/12/2026|||
I'm somewhere in between myself. Before LLMs, I used to block a few sites that distracted me by adding entries in /etc/hosts file to mapping them to 127.0.0.1 on my work machine. I also made the file immutable so that it would take a few steps for me to unblock the sites.

The next step was for me to write a cron job that would reapply the chattr +1 and rewrite the file once in 5 minutes. Sort of an enforcer. I used Claude (web) to write this and cut/pasted it just because I didn't want to bother with bash syntax that I learned and forgot several times.

I then wanted something stronger and looked at publicly available things like pluckeye but they didn't really work the way I wanted. So I tried to write a quick version using Claude (web) and started running it (October 2025). It solved my problem for me.

I wanted a program to use aider on and I started with this. Every time, I needed a feature (e.g. temporary unblocks, prevent tampering and uninstalling, blocking in the browser, violation tracking etc.), I wrote out what I wanted and had the agent do it. OVer the months, it grew to around 4k lines (single file).

Around December, I moved to Claude code from aider and continued doing this. The big task I gave it was to refactor the code into smaller files so that I could manage context better. IT did this well and added tests too. (late December 2025).

I added a helper script to update URLs to block from various sources. Vibe-coded too. Worked fine.

Then, I found it hogging memory because of some crude mistakes I vibe-coded early on fixed that. Cost me around $2 to do so. (Jan 2026).

Then I added support to lock the screen when I crossed a violation threshold. This required some Xlib code to be written. I'm sure I could have written it but it's not really worth it. I know what to do and doing it by hand wouldn't really teach me anything except the innards of a few libraries. I added that.

So, in short, this is something that's 98% AI coded but it genuinely solves a problem for me and has helped me change my behaviour in front of a computer. There are no companies that my research revealed that offer this as a service for Linux. I know what to do but don't have the time write and debug it. With AI, my problem was solved and I have something which is quite valuable to me.

So, while I agree with you that it isn't an "automation tool", the speed and depth which it brings to the environment has opened up possibilities that didn't previously exist. That's the real value and the window through which I'm exploring the whole thing.

falloutx 1/12/2026|||
It seems alright, but I wonder if it crashes the economy for vast majority of internet businesses. I personally run some tool websites like ones to convert images, cut videos but the traffic for now seems stable, but my tools don't target devs. Most likely you didnt actually need it, but who am i to judge, I just find myself doing random projects because it "takes less time".
lightning19 1/12/2026|||
Interesting, I did something similar but with browser policies on my PC although I just got the LLM to write the json
antonymoose 1/12/2026|||
It’s a better Google for me. Instead of searching AWS or StackOverflow it hallucinates a good enough output that I can refactor into an output.
bryanrasmussen 1/12/2026||
The reason why it is better is that with search you have to narrow your search down to a specific part of what you are trying to do, for example if you need a unique id generating function as part of what you are trying to do you first search for that, then if you need to make sure that whatever gets output is responsive 3 columns then you might search for that, and then do code to glue the things together to what you need, with AI you can ask for all of this together, get something that is about what the searched for results would have been, do your glue code and fixes you would normally have done.

It trims the time requirement of a bit of functionality that you might have searched for 4 examples down by the time requirement of 3 of those searches.

It does however remove the benefit of having done the search which might be that you see the various results, and find that a secondary result is better. You no longer get that benefit. Tradeoffs.

thunspa 1/12/2026||
I resonate with the phrase: "You never learn to ask good questions"
trueismywork 1/12/2026|||
You can think of LLMs as a higher level language for whatever programming language you are using, but informal with ambiguous grammar.
noufalibrahim 1/12/2026|||
I don't think that works. The fact that it can produce different output for the same input, usage of tools etc. don't really fit into the analogy or mental model.

What has worked for me is treating it like an enthusiastic intern with his foot always on the accelerator pedal. I need to steer and manage the brakes otherwise, it'll code itself off a cliff and take my software with it. The most workable thing is a pair programmer. For trivial changes and repeatedly "trying stuff out", you don't need to babysit. For larger pieces, it's good to make each change small and review what it's trying.

therealpygon 1/12/2026||
I feel like some of the frontier models are approaching run-of-the-mill engineer who does dumb stuff frequently. That said, with appropriate harnessing, it’s more like go-karts on a track; you can’t keep them out of the wall, but you can reset them and get them back on a path (when needed). Not every kart ends up in the wall, but all of them want to go fast, so the better defined the track is the more likely the karts will find a finish line. Certainly more likely than if you just stuck them in a field with no finish line and said “go!”.
noufalibrahim 1/12/2026||
I don't really know if I agree with you but the analogy is really good. :)
334f905d22bc19 1/12/2026||||
On the foolishness of "natural language programming". - prof.dr.Edsger W.Dijkstra

https://www.cs.utexas.edu/~EWD/transcriptions/EWD06xx/EWD667...

djeastm 1/12/2026||
>We would need all the intellect in the world to get the interface narrow enough to be usable, and, in view of the history of mankind, it may not be overly pessimistic to guess that to do the job well enough would require again a few thousand years.

It seems it only took until about 2023 or so

christophilus 1/12/2026|||
And a buggy (non-deterministic) compiler that will occasionally do random things that break your security model, leak sessions, and the like.
michalsustr 1/12/2026|||
My experience (with minfx.ai) has been that it is very important to build a system which imposes lots of constraints on the code. The more constrained you can make it, the better. Rust helps a lot in this. Thanks to this, for the first time in my career, I feel like the bigger the system gets, /the easier/ it is to develop, because AI can discover and reuse common components. While human would struggle searching for these and how to use them in a large codebase. Very counter-intuitive!
barrkel 1/12/2026|||
If by block by block you mean you stop using an IDE and spend most of your time looking at diffs, sure. Because in a well structured project, that's all you need to do now: maintain a quality bar and ensure Claude doesn't drop the ball.
Valord 1/12/2026||
This is how I use it for work-production code.
osigurdson 1/12/2026||
>> The skillset is shifting from implementing algorithms to knowing how to ask the AI the right questions and verify its output.

The question is, how much faster is verification only vs writing the code by hand? You gain a lot of understanding when you write the code yourself, and understanding is a prerequisite for verification. The idea seems to be a quick review is all that should be needed "LGTM". That's fine as long as you understand the tradeoffs you are making.

With today's AI you either trade speed for correctness or you have to accept a more modest (and highly project specific) productivity boost.

kace91 1/12/2026||
And there's a ton of human incentives here to take shortcuts in the review part. The process almost pushes you to drop your guard: you spend less physical time observing the code while you write, you get huge chunks of code dropped on you, iterations change a lot to keep a mind model, there's FOMO involved about the speed gain you're supposed to get... We're going to see worse review quality just by a mater of UX and friction of the tool.
judahmeek 1/12/2026||
Yes! It depends on the company, of course, but I think plenty of people are going to fall for the perverse incentives while reviewing AI output for tech debt.

The perverse incentives being that tech debt is non-obvious & therefore really easy to avoid responsibility for.

Meanwhile, velocity is highly obvious & usually tired directly to personal & team performance metrics.

The only way I see to resolve this is strict enforcement of a comprehensive QA process during both the planning & iteration of an AI-assisted development cycle.

But when even people working at Anthropic are talking about running multiple agents in parallel, I get the idea that CTO's are not taking this seriously.

andrekandre 1/13/2026||

  > enforcement of a comprehensive QA process during both the planning & iteration of an AI-assisted development cycle
and a new bottleneck appears...

(i don't disagree with this take though, qa should be done from start to finish and integral every step of the way)

beej71 1/16/2026||
In my experience (programmer since 1983), it's massively faster to leverage an LLM and obtain quality code when working with technology that I'm proficient in.

But when I don't have expertise, it's the same speed or even slower. The better I am at something, the faster the LLM coding goes.

I'm still trying to get better at Rust, and I'm past break-even now. So I could use LLMs for a speed boost. But I still hand-write all my code because I'm still gaining expertise. (Here I lean into LLMs in a student capacity, which is different.)

Related to this, I often ask LLMs for code reviews. The number of suggestions it makes that I think are good is inversely proportional to the experience I have with the particular tech used. The ability to discard bad suggestions is valuable.

This is why I think bring an excellent dev with the fundamentals is still important—critical, even—when coding with LLMs. If I were still in a hiring role, I'd hire people with good dev skills over people with poor dev skills every time, regardless of how adept they were at prompting.

afro88 1/12/2026||
> The bottom line: Junior developer hiring could collapse as AI automates entry-level tasks

If AI automated entry-level tasks from today, that just means "entry-level" means something different now. It doesn't mean entry-level ceases to exist. Entey-level as we know it, but not entry-level in general.

tenacious_tuna 1/12/2026||
It's not just juniors. One of my partners carries a PhD in epidemiology and bimolecular science; they've been job searching for eight months with no bites, just silence. A friend of mine is a chemical engineering PhD, she's been searching for a year and just had her first interview.

I have eight years of software engineering experience but am only one rung up from the bottom of our SWE ladder, and we don't even hire the bottom rung anymore at my org. Seems like there's crushing pressure from above to limit hiring at every stage.

pydry 1/12/2026|||
Entry level jobs have been in decline for years though.

I used to work on teams which were 50% entry level. Then just one. Then all senior teams became the norm.

This all happened after I became senior but before AI came along.

panopticon 1/12/2026|||
Definitely. Our hiring pipeline seized up in 2022 and we've been disproportionately hiring senior+ roles since, and many teams are senior heavy.

I think AI is a convenient scapegoat for other macro trends.

sanderjd 1/12/2026|||
Yeah this is truly my biggest concern. I think it's really bad.
achow 1/12/2026||
One indicator is intern hiring. I have seen the intern budgets getting slashed by 60-70% (4 interns in 2025 vs 14 interns in 2024).
hncoder12345 1/12/2026||
Sometimes I wonder if I made the wrong choice with software development. Even after getting to a senior role, according to this article, you're still expected to get more education and work on side projects outside of work. Am I supposed to want to code all the time? When can I pursue hobbies, a social life, etc.
johnfn 1/12/2026||
To put it very directly - if you are OK with being good but not exceptional at your job, this is totally fine. If you want to be exceptional you will probably need to put in the extra work. Not everyone is OK with this tradeoff and it's totally fine to "just" be good and care more about having outside hobbies and a social life and etc.
hncoder12345 1/12/2026||
I had a period of time where I really wanted to be exceptional. I spent many hours studying and working on side projects but it just never really clicked. I think I'm decent at what I do for work but more complicated topics (graphics programming, low level memory management, etc.) just seem to not stick, no matter how many hours I put into studying. Sometimes it feels like I'm forcing this career but after this many years it's hard to give it up. I do still enjoy it but I don't think I'll ever really get it.
stephendause 1/12/2026||
Your story sounds similar to mine. There are some parts of programming at which I know I will never excel. I also don't have time in my life to spends lots of hours outside of work developing my skills. I think it's important to realize that the median software engineer is probably not doing these things either. Maybe the top 10% are? Something like that would be my guess. It's okay to not be in the top 10%!
hncoder12345 1/13/2026||
This is refreshing to read. Sometimes when I come here and look at the posts and comments it seems like lots of people are doing lots of things that are confusing to me. I'm recently coming to terms with being okay about not being able to learn everything that I don't understand and outside of work I've started pursuing non-programming related hobbies which led me to make the comment I did.
tumetab1 1/12/2026|||
Since you're getting into a senior role, learn the mantra, it depends :D

The usual trade-off of a well paid software development job is lack of job security and always learning - the skill set is always changing in contrast with other jobs.

My suggestion, stop chase trends and start to hear from mature software developers to get better perspective on what's best to invest on.

And why the mantra is always true?

You can find stable job (slow moving company) doing basic software development and just learn something new every 4 years and then change companies.

Or never change company and be the default expert, because everyone else is changing jobs, get job security, work less hours and have time within your job to uplift your skills.

Keep chasing latest high paid jobs/trends by sacrificing off time.

What's the best option for you? Only you know, it's depends on your own goals.

qsera 1/12/2026|||
>I made the wrong choice with software development.

If you didn't like working with computers, then you (and another gazillion people who choose it for the $$$) probably made the wrong choice.

But totally depends on what you wanted to get out of it. If you wanted to make $$$ and you are making it, what is the problem? That is assuming you have fun outside of work.

But if you wanted to be the best at what you do, then you gotta love what you are doing. May be there are people who have super human discipline. But for normal people, loving what they goes a long way towards that end.

_heimdall 1/12/2026|||
> If you didn't like working with computers, then you probably made the wrong choice.

This doesn't match what I have seen in other industries. Many auto mechanics I know drive old Buicks or Ford's with the 4.6l v8 because the cars are reliable and the last thing they want to do on a day off is have to work on their own car. I know a few people in other trades like plumbers, electricians, and chefs and the pattern holds pretty well for them as well.

You can enjoy working with computers and also enjoy not working in your personal time.

hncoder12345 1/12/2026||
Exactly this. I love writing code and solving problems. In my 20s and very early 30s I worked a lot of long hours and tried my best to always be learning new things and upskilling but it's never ending. It's hard sometimes to not look back and think about the hours I spent on code instead of building stronger friendships and relationships.
popalchemist 1/12/2026||
Every career path presents you with some version of this opportunity cost dilemma. The good news is you are not stuck - you can recalibrate to allow more of what you now know you want, while still maintaining a grip on the part of the job/career/enterprise that you actually excel at, and jettisoning the rest.
dysoco 1/12/2026||||
> If you didn't like working with computers, then you (and another gazillion people who choose it for the $$$) probably made the wrong choice.

The problem is the field is changing, fast. I love writing code... I'm not so sure I love prompting Claude, coordinating agents and reviewing +30k vibe-coded PRs.

menaerus 1/12/2026||||
> If you didn't like working with <insert anything>, then you ...

This type of argument can hold for any profession and yet we aren't seeing this pattern much in other white-collar professions. Professors, doctors, economists, mechanical engineers, ... it seems like pretty much everybody made the wrong choice then?

I think this is a wrong way to look at it. OP says that he invested a lot of time into becoming proficient in something that today appears to be very close to part extinction.

I think that the question is legit, and he's likely not the only person asking oneself this question.

My take on the question is ability to adapt and learn new skills. Some will succeed some will fail but staying in status-quo position will certainly more likely lead to a failure rather than the success.

hncoder12345 1/12/2026||
Your first point hits the nail on the head. We are expected to have side projects and to keep up with new things (outside of work) but most other jobs don't have that. I would be okay with my work sending me off for additional training, on company time, but I don't want it to consume the time I have left after work.
menaerus 1/12/2026||
I don't know why but our profession for some reason is different than the others in this respect and people often like to think that this is a norm and if you're not doing it you're not worthwhile. I think it has to do with some interesting psychological effects of people who are generally attracted to this profession but also due to the companies who implemented those mental hacks as a means to attract people who are 100% for it. Leetcode style interviews where you virtually have to spend months to prepare oneself for the interview, even as a senior, is one example of that but I also do remember the age, which was not too long ago, where your resume wouldn't even get a look if you didn't have several open-source repositories/contributions to show. This is in some part even valid as of today.

There are plenty of such examples but both of these imply that you're ready to devote a lot of your extra time, before or after the job, only that you can show you're relevant in the eyes of those who are the decision makers. This normally means that you're single, that you have no kids, family, no other hobbies but programming etc. This works when you're in your 20's and only up to the certain point unless you become a weirdo in your 30's and 40's etc. without any of these.

However, in the age where we are met with the uncertainty, it may become a new normal to devote extra effort in order to be able to remain not competitive but a mere candidate for the job. Some will find the incentive for this extra pain, some will not but I think it won't be easy. Perhaps in 5 years time we will only have "AI applied" engineers developing or specializing their own models for given domains. Writing code as we have it today I think it's already a thing of a past.

qsera 1/12/2026|||
> for some reason

I think the reason is quite simple. Software is endlessly configurable. And thus a lot higher chance to get the configuration wrong.

This is what makes it attractive, and makes it hard to get right.

You cannot get good at it without making a ton of mistakes. When companies look for people with a lot of side projects, they are looking at people who already have made such mistakes and learned from them, preferably on their own time and not on paid, companies time.

menaerus 1/12/2026||
That argument would be sound if no other profession existed that is at least comparably complex.
qsera 1/12/2026||
It is not about complexity.

I ll list some attributes of software development that makes it unique.

* No hard rules, textbooks to follow, industry as a whole still make costly mistakes and recovery cycles.

* No easy way to gauge the requirement-fit of the thing you made. Only time will tell.

* Cheap (financially) to practice, make mistakes and learn.

menaerus 1/12/2026||
You're making some strong assumptions about other industries which are incorrect. All of that exists elsewhere and is not so unique to software as you may think. Things are never that simple. Your argument reads more as a justification to the status quo and gatekeeping rather than being objective. I'm sure the doctors would have said something similar for their profession too but it doesn't necessarily mean it is true. Software engineering is a demanding profession but it is not that special as we like to think it is.
qsera 1/12/2026||
>doctors would have said something similar for their profession

Actually that applies to doctors. A doctor who is not curious and is not willing to do learn/research on their own initiative is only a marketing hand of pharma.

But it is quite hard for doctors to do any real research independently. They can't really do experiments on real people...

Software is really special.

menaerus 1/13/2026||
So a software engineer who is not curious enough to invest 15+ hours daily over the course of years is just a marketing hand of ... what ... programming language of their choice or company they work for?

Don't get me wrong. I am that guy, who probably over-invested into the development of his skills but I don't think it's a normal thing to expect.

qsera 1/13/2026||
>So a software engineer who is not curious enough to invest 15+ hours daily over the course of years is just a marketing hand of ..

That does not apply here. Because more often than not, we don't prescribe products/services that our clients must go out and buy, without exception.

>it's a normal thing to expect.

It is not a normal thing to expect because in other fields there are few people who can afford to do that. So an employer cannot really pick someone from that pool.

But in software, it is possible if one choose to do it. So the pool is a lot bigger, so it becomes feasible for an employer to pick someone from there, instead of picking from I-am-only-as-good-as-I-am-paid-to-be pool..

menaerus 1/13/2026||
> That does not apply here. Because more often than not, we don't prescribe products/services that our clients must go out and buy, without exception.

You know that treating patients is not only about picking the right medicament and writing prescriptions? It's about diagnosing, testing the hypotheses, optimizing for the particular patient case, learning about all the specific factors of their environment including the genetics, then we have surgeons, etc.

And yet I don't quite see doctors being on a time spending spree to become exquisite in all of those things. Nor do I see hospitals or clinics doing such knowledge and ability harness tests over their potential employees. Stakes are much higher in medicine than they are in software so it makes no sense at all to make an argument that doctors cannot "afford" it. They can, they have books and practice the same way we do. I don't get to modify the production system every day but yet I am learning constantly of how not to make those same production system go down when I do.

> It is not a normal thing to expect because in other fields there are few people who can afford to do that.

It's not a normal thing in software too, you know? Let's please stop normalizing things which are not normal. If there is one thing that makes me happy in this new era of AI-assisted development is that all this bs is coming to its end.

qsera 1/13/2026||
I am not normalizing anything!

I am just describing the logical behavior of an employer who wants to get the best person for the job.

About the other thing, I think I will let you have the last word since I feel that we are speaking past each other.

jimbokun 1/13/2026|||
Software development as a career was born, reached maturity and died in less than 100 years (being generous).

It never had time to develop into a truly professional field like medicine, law or engineering.

Anamon 1/13/2026||
I don't know where you take the idea that it's dead or dying as a discipline. The need for software solutions is clearly bigger than ever and growing. And what I see, even as and especially with LLM coding becoming more prevalent, is a breakneck rapid decline in the quality of delivered software and a downright explosion of security issues and incidents.
jimbokun 1/13/2026|||
AI is making it so that”working with computers” is no longer a viable career path. At least that’s the goal.

As AI allows more and more people to accomplish tasks without a deep understanding of computers, “working with computers“ will be as much of a marketable job skill as “working with pencils” 50 or 100 years ago.

burningChrome 1/12/2026|||
This also dovetails with his other point:

Given how quickly models, tools and frameworks rise and fall, betting your career on a single technology stack is risky.

This was something I dealt with a lot when JS frameworks became the newest shiny thing and suddenly the entire industry shifted in a few years from being a front-end developer to being a full stack developer.

This happened to a lot of my friends who went all in on Angular. Then everybody switched to React.

The issue then became, "What should I learn?" because at my company (a large fortune 200 company) they were all in on Angular, and weren't looking for React developers, but I knew companies were moving away from Angular. So do I work to get better and more indispensable with Angular, and risk not knowing React? Or do I learn the new shiny framework betting at some point my company will adopt it or I will be laid off and need to know it?

It feels like half my life as a dev was spent being a degenerate gambler, always trying to hedge my bets in one way or another, constantly thinking about where everything was going. It was the same thing with dozens of other tools as well. It just became so exhausting trying to figure out where to put your effort into to make sure you always knew enough to get that next job.

ikrenji 1/12/2026||
frameworks are irrelevant. if someone can work in angular they can pick up react as they go and vice versa, especially if assisted by AI. the problem is hiring practices where resumes are discarded if the keywords don't much...
gofreddygo 1/13/2026|||
No. As junior you feel the pressure to make senior. You can't be junior for too long.

As senior, if you choose, you can coast. By coast I mean you do justice to your job and the salary you are paid. Its a perfectly acceptable choice for someone to be senior for as long as they want.

The biggest bottleneck is going to be what other seniors and higher think of you.

francisofascii 1/12/2026|||
>I made the wrong choice with software development.

I wonder what the best decision would have been. What job is AI immune and has a stable 40 hour week, no overtime, with decent pay. Teacher? Nursing?

Kilenaitor 1/12/2026|||
Neither teachers nor nurses only work 40 hours and no overtime. :')

Definitely something that requires social/interpersonal skills though will be the thing that winds up being AI immune. Humans are social creatures so I assume there will always be some need for it.

bdangubic 1/13/2026||
humans have stopped being social creatures when social media took off
hncoder12345 1/13/2026|||
I wasn't thinking AI immune in my comment but it's fair to include it. I wouldn't even mind overtime because that implies pay (in my mind). I'm more so talking about the unpaid time we are expected to put into further education or into side projects.
bdangubic 1/13/2026||
SWE job always required education. Few made a career knowing one thing (e.g. COBOL) but those days are long gone. I have been SWE for 3 decades and have always had to further my education (including now)
encyclopedism 1/12/2026|||
> Am I supposed to want to code all the time? When can I pursue hobbies, a social life, etc.

I feel you. It's a societal question you're posing. Your employer (most employers) deal in dollars. A business is evaluated by its ability to generate revenue. That is the purpose of a business and the fiduciary duty of the CEO's in charge.

jedberg 1/12/2026|||
It's funny you should ask this. When I started out, 30 years ago, here were the answers you'd get from most people:

> Am I supposed to want to code all the time?

Yes.

> When can I pursue hobbies,

Your hobby should be coding fun apps for yourself

> a social life, etc.

You social life should be hanging out with other engineers talking about engineering things.

And the most successful people I know basically did exactly that.

I'm not saying y'all should be doing that now, I'm just saying, that is in fact how it used to be.

gofreddygo 1/12/2026|||
Not my experience at all. The very notable engineers I know didn't do their most notable work because of engineering or coding skills. Instead it was finding interesting problems and making a start or thinking a bit differently about something and doing something about it and being approachable and available all along that made a difference.

If all they did was code all the time, write code for fun and interacted mostly with other similar people, they probably wouldn't be the first choice for these projects.

MyFirstSass 1/12/2026||||
That's not true at all.

The ones who ace their careers are for the most people that are fun, driven, or psychos, all social traits that make you good in a political game.

Spending lots of time with other socially awkward types talking about hard math problems or whatever will get you nowhere outside of some SF fantasy startup movie.

I'd say it's especially important for the more nerdy (myself included) to be more outgoing, and do other stuff like sales or presentations, design/marketing og workshops - that will make you exceptional because you then got the "whole package" and undestand the process and other people.

misja111 1/12/2026||||
> And the most successful people I know basically did exactly that.

Well that depends heavily on how you define successful. Successful in life? I would tend to disagree, unless you believe that career is the only thing that counts. But even when career is concerned: the most successful people I know went on from being developer to some high end management role. The skills that brought them there definitely did not come from hanging out with other engineers talking about engineering things.

KaiserPro 1/12/2026||||
> You social life should be hanging out with other engineers talking about engineering things.

Fuck. That.

I worked at a faang, successful people weren't people that did engineering, it was people who did politics.

The most successful people were the ones that joined at the same time as the current VP.

Your hobbies need to be fun, to you. Not support your career. If its just there to support your career, its unpaid career development, not a hobby. Should people not code in their free time? thats not for me to decide. If they enjoy it, and its not hurting anyone, then be my guest.

Engineers are generally useless at understanding whats going on in the real world, they are also quite bad at communicating.

do. fun. things.

hncoder12345 1/12/2026|||
I love your last point. I asked this question because I used to be the person that would spend 4+ hours after work every day trying to keep up with new tech and working on side projects. But now, I've gotten into art and it's really changed my perspective on things like this. I've spent many hours doing, as you call it, unpaid career development instead of pursuing hobbies, building up my friendships, and in general just having fun. It feels like I've taken life so seriously and I don't have much to show for it.
izacus 1/12/2026|||
You just sound very angry your career isn't fun to you. I'm sorry.
KaiserPro 1/13/2026|||
Thats an odd assertion.

My career has been fun, thats why I still do the thing I'm doing. I've worked with the very best in their respective fields for ~20 years.

I have done many and varied fun things through work, and continue to do so.

But.

Work stops at contracted time. After that it's me time.

raw_anon_1111 1/12/2026|||
I never worked “for fun”. My job for 30 years is just a means to support my addiction to food and shelter. I don’t hate my job especially my last 3 since 2020 when I started working remotely. But it is just something I do.
izacus 1/12/2026||
Yes, that's the answer that sounds utterly miserable. Spending 30 years toiling for a third of your day at something you don't like.

I'm sorry for you as well.

raw_anon_1111 1/12/2026||
Out of all the things I consider “toiling” waking up, rolling out of bed, and walking over to the room next door is not one of them.

I’m more concerned that it is the highlight of someone’s life being in front of a computer all day.

raw_anon_1111 1/12/2026|||
I also started 30 years ago - mid 1996.

I did not do side projects. I really enjoyed most of my 20s as a single person. I was a part time fitness instructor, I dated, hung out with friends, did some traveling.

The other developers at my job also had plenty of outside hobbies.

raw_anon_1111 1/12/2026||
I have been programming professionally since 1996. I have never once spent one minute on “side projects”.
stack_framer 1/12/2026||
Funny that he mentions people not pivoting away from COBOL. My neighbors work for a bank, programming in COBOL every day. When I moved in and met them 14 years ago, I wondered how much longer they would be able to keep that up.

They're still doing it.

bossyTeacher 1/12/2026|
The market can stay irrational longer than you can stay solvent
bryanrasmussen 1/12/2026|||
it sounds like these people are staying solvent as long as the market stays irrational.
webdevver 1/12/2026||||
to be fair, that cobol program has been working for probably 30 years (maybe even longer than that) - thats unusually reliable and long-lived for a software project.

the only real contender in this regard is the win32 api, and actually that did get used in enterprise for a long time too before the major shift to cloud and linux in the mid 2010s.

ultimately the proof is in the real-world use, even if its ugly to look at... id say, even as someone who is a big fan of linux, if i were given a 30 year old obscure software stack that did nothing but work, i would be very hesitant to touch it too!

generic92034 1/12/2026|||
> the only real contender in this regard

I would like to add the business core functions of SAP R/3 (1992). Much of the code created for it in the early 90s still lives in the current SAP S/4HANA software.

WorldMaker 1/12/2026|||
It still needs continual software maintenance though. The developers still making their money in COBOL make it because it doesn't just keep working untouched. (Just about no software does.)
stg22 1/12/2026|||
There is a great deal of death in a language.
ch4s3 1/12/2026||
> junior developer employment drops by about 9-10% within six quarters, while senior employment barely budges. Big tech hired 50% fewer fresh graduates over the past three years.

This study showing 9-10% drop is odd[1] and I'm not sure about their identification critria.

> We identify GenAI adoption by detecting job postings that explicitly seek workers to implement or integrate GenAI technologies into firm workflows.

Based on that MIT study it seems like 90+% of these projects fail. So we could easily be seeing an effect where firms posting these GenAI roles are burning money on the projects in a way that displaces investment in headcount.

The point about "BigTech" hiring 50% fewer grads is almost orthogonal. All of these companies are shifting hiring towards things where new grads are unlikely to add value, building data centers and frontier work.

Moreover the TCJA of 2017 caused software developers to not count for R&D tax write offs (I'm oversimplifying) starting in 2022. This surely has more of an effect than whatever "GenAI integrator roles" postings correlates to.

[1] https://download.ssrn.com/2025/11/6/5425555.pdf

wefzyn 1/12/2026||
AI became very popular suddenly. This is something that wasn't in anyone's budget. I believe cost savings from hiring freezes and layoffs are to pay for AI projects and infrastructure.
ch4s3 1/12/2026||
Right so you shift budget away from other things. The “study” looked at ai integration job listings. You have to budget those.
garbawarb 1/12/2026||
Hiring was booming until about 2020 though.
ch4s3 1/12/2026||
The TCJA change (of 2017) went into effect in 2022, I should have been more clear.
garbawarb 1/12/2026||
I didn't know that but that makes perfect sense. A lot of layoffs and outsourcing coincided with that. Are there any signs it'll be reintroduced?
ch4s3 1/12/2026||
It was late last year.
Jean-Papoulos 1/12/2026||
>The flip scenario: AI unlocks massive demand for developers across every industry, not just tech. Healthcare, agriculture, manufacturing, and finance all start embedding software and automation.

I find this one hard to believe. Software is already massively present in all these industries and has already replaced jobs. The last step is complete automation (ie drone tractors that can load up at a hub, go to the field and spray all by themselves) but the bottleneck for this isn't "we need more code", it's real-world issues that I don't see AI help solving (political, notably)

encyclopedism 1/12/2026||
I tend to agree with your assessment. The increase in demand cannot possibly equal the loss from AI.

Given projections of AI abilities over time AI necessarily creates downward pressure on new job creation. AI is for reducing and/or eliminating jobs (by way of increasing efficiency).

AI isn't creating 'new' things, it's reducing the time needed to do what was already being done. Unlike the automobile revolution new job categories aren't being created with AI.

Eupolemos 1/12/2026|||
I think there's a good chance demand goes up in Europe.

We are going to need to de-risk our software dependencies, and Germany is going to need to use computers.

Germany is going to be crazy, I think.

cheschire 1/12/2026||
Germans were so quick to revert back to paper after COVID that it felt like one of the only reasons they came out of lockdown eventually was to get paper back.

The Gewerkschaft tactics to resist AI is what I’m really interested in seeing.

alansaber 1/12/2026||
Agree, people were already worried about the excessive focus on software over physical technology well before LLMs significantly reduced the barrier to entry
dust42 1/12/2026||
From my experience AI is only good with mainstream coding tasks. Javascript, node, react, crud. Whatever it has seen in overabundance, it is good with. Already with typescript it is less strong than with javascript. It is just a clever token generator without intelligence. Often it resembles intelligence but so can a human by learning quotes of famous people.

It is a new and exciting tool but immediately limited with medium complex tasks. Also we will see a lot more code with tricky bugs coming out of AI assistants and all of that needs to be maintained. If software development gets cheaper per line of code then there will be more demand. And someone has to clean up the mess created by people who have no clue whatsoever of SWE.

Once upon a time people developed software with punch hole cards. Even without AI a developer today is orders of magnitude more proficient than that.

The only thing I hope I am not going to see in my lifetime is real artificial intelligence.

j_w 1/12/2026|
> Demonstrate that one junior plus AI can match a small team’s output.

I don't understand the take that a junior with AI is able to replace a small team. Maybe a horribly performing small team? Even then, wouldn't it just be logical to outfit the small team with AI and then have a small team of small teams?

The alleged increased AI output of developers has yet to be realized. Individuals perceive themselves as having greatly increased output, but the market has not yet demonstrated that with more products (or competitors to existing products) and/or improved products.

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