108 points thelifeline 3 hours ago 126 comments
marginalia_nu 2 hours ago | parent
_kulang 2 hours ago | parent
The only things that I do with AI at my job are easy things. AI hasn’t transformed hard work in quite the same way, but it has given me access to knowledge and information about things and processes that I didn’t have before. It also forces me to write things down, which is perhaps a not insignificant amount of the improvement in our business
NoPicklez 2 hours ago | parent
You could say in a years time that going in now was kind of insane.
marginalia_nu 2 hours ago | parent
embedding-shape 2 hours ago | parent
marginalia_nu 2 hours ago | parent
NoPicklez 1 hour ago | parent
Waiting is also a risk averse take and many organisations don't want to wait and are prepared to spend extra
marginalia_nu 1 hour ago | parent
Not only is predictability very important for publicly listed companies if they want any investors what so ever, many organizations older than say 25 years have a near constant hangover caused by poor tech decisions they've made in the past, redundant duplicate systems due to mergers and acquisitions, half-finished attempts to migrate a COBOL system to something newer, an Oracle DB license that costs a third of the IT budget they can't migrate off. The older the org the nastier it gets.
This is why the business world not only runs on Java, but old Java, it's why AAA game studios keep rehashing the same safe bets rather than trying something different, why Hollywood has turned into an assembly line for making superhero movies, why the sky is full of airliners designed in the 1960s.
NoPicklez 33 minutes ago | parent
Some of the largest and longest institutions are going in on AI.
And is exactly my point that these comments are coming from that these companies are going in on AI when some people think its not ready yet. My point is when exactly do you define that AI is ready to be used or when should you wait. Nobody can answer that question right now and is my response to the comments we're talking from.
> The sane move in such an environment is to wait and let other people leeroy jenkins in and make mistakes, learn from their blunders, and only move once clear best practices are in place.
How we do actually know when we have reached this point, is it now? Was it 12 months ago? Will it be in 12 months time? And should you just let your competitors invest in having a go while you wait. No I don't think you can, especially if you don't have any rigor around your decision for waiting or giving it a go.
ryanbrunner 1 hour ago | parent
Unfortunately, time is a constraint for every company that exists, and a kinda-crappy implementation of something that's available today often beats a perfect implementation tomorrow.
marginalia_nu 1 hour ago | parent
Like with accelerating productivity gains, the actual wall clock start-to-end time is mostly unchanged if you wait with starting a project, you can always catch up, why does it matter if I do most of the work in the beginning of a project, or toward the end?
streetfighter64 1 hour ago | parent
marginalia_nu 1 hour ago | parent
Changing vendors is a pain in the ass, especially in B2B. Like case in point, Confluence has been around for 20+ years and still doesn't have a working search function, and is comically useless it is at everything it does. Yet businesses all over the world are all in on that garbage.
streetfighter64 54 minutes ago | parent
Holy strawman batman!
Wouldn't you prefer confluence fix their search now rather than hold off until the can fix it perfectly according to your end-all-be-all spec (that'll be invalidated after 2 weeks of actual use anyway)?
marginalia_nu 44 minutes ago | parent
What I'd preferred was if they took the time to implement it correctly from the get go. What they built instead is of no use to anyone. It's a search function in name, but it doesn't provide useful search results.
Search is hard though. From how it's behaving I think they're just sticking the data in Elasticsearch or Lucene or some such, without having done the long and arduous effort of then making it good.
Though my point is that even though confluence has a search function so broken they effectively don't have a search function, they aren't meaningfully bleeding customers over it. Business sales are incredibly sticky that way. Regardless of what pleases me as a user, Atlassian has no real incentive to fix the problem, and evidently hasn't (at least last I checked).
marcus_holmes 55 minutes ago | parent
Go faster now and get the benefits now (as TFA said, they did ship a lot of stuff very quickly), but risk piling up a huge amount of tech debt? Or wait and get less short term benefit, but more long term benefit?
ares623 2 hours ago | parent
amw-zero 2 hours ago | parent
rogerrogerr 2 hours ago | parent
netrem 2 hours ago | parent
amw-zero 45 minutes ago | parent
What I can confidently tell you is writing a 2-sentence description of an application you want built does not work in any sense of the word. And, the difference between vibe coding and agentic engineering is vast.
marginalia_nu 2 hours ago | parent
Jare 2 hours ago | parent
Ok if this is the advice then I'm gonna look for a second opinion first. :)
More seriously: making any crap with AI is trivial and doesn't need learning. Making something better and more valuable than all the competitors *that have the same tools as you* is more involved, and relies 100% on knowing how to extract unique value from the tools. A part of that comes from your product/industry expertise (acquired before AI, much like your competitors), but unless you're a genius or in a greenfield, what will matter will be the other part where you have trained hard to be a better driver than your competition who just waited and watched a few youtubes.
gonzalohm 2 hours ago | parent
If not, what are they even doing that they keep burning through piles of cash?
latentsea 30 minutes ago | parent
Not really. Models eat harnesses. Once the new model drops it invalidates lots of harness engineering people have done, and invalidates things they have learnt about how to efficiently use AI. The better models get the less need there is to need to know how to use them efficiently. They're also getting better at helping you use them efficiently.
It's weird. It's like no matter what you do, it's all just a waste of time.
AnimalMuppet 2 hours ago | parent
But if that isn't your competitive landscape...
throw0101d 2 hours ago | parent
"reverse token value inflation"?
Do you perhaps mean "deflation"?
georgemcbay 2 hours ago | parent
I recall mid-to-late November 2025 being a big inflection point where it finally became obvious that these things could actually be trusted to do a decent amount (but not all) of the coding. So maybe it was more like 8 months ago or whatever that they went all-in, close enough to a year for a random reddit rant.
The overall gist of what the person posted matches my experience though. The fall-off on understanding the code to any meaningful degree happens very quick once you give full rein to the LLM and lean into mostly-automated reviewing.
streetfighter64 1 hour ago | parent
You haven't really said how you actually get "more". Selling stuff usually works by resolving a need or want your customers have. If you can use AI as a tool to resolve one such want today, how will resolving it for 1/10th the cost in a few months actually help your business?
Even if you're making a new invention or something, sitting on the idea until you can make it for fewer dollars, will just open up to somebody else doing it earlier. And they'll have time to work out any kinks that inevitably only appear during actual testing...
marginalia_nu 52 minutes ago | parent
derf_ 23 minutes ago | parent
You can plug in whatever numbers you want for the growth rate, but I don't think there are many uses of LLMs that require anything like months' worth of tokens to generate results at this point. Feel free to slack off if you are one of the exceptions.
morkalork 6 minutes ago | parent
proc0 2 hours ago | parent
When non-technical people call the shots, they will rarely bet on spending time and effort on designing things properly because they can't see the value and it's hard to communicate and convince others of its business value.
marginalia_nu 2 hours ago | parent
austin-cheney 2 hours ago | parent
voidfunc 2 hours ago | parent
happytoexplain 2 hours ago | parent
Computer0 1 hour ago | parent
tayo42 2 hours ago | parent
It does seem to have ai pacing and ends with a question.
> The part that actually hurts is who is left.
That line actually made me suspicious. Op doesn't respond, also has a hidden profile.
This stuff is all over reddit now.
dadnet 2 hours ago | parent
greggoB 2 hours ago | parent
It's a reddit post - it ending by asking if others have had a shared experience hardly seems out of the ordinary.
tayo42 2 hours ago | parent
This thread is discussing something that's not real. People are forming opinions and discussing it. Unless everyone's a bot?
greggoB 2 hours ago | parent
> The question could have been in the middle
Tbh I would have found this much weirder.
tayo42 2 hours ago | parent
> Not sure what I want from posting this.
> Is anyone else at the point where the mandate is being walked back, and how did you get the understanding back?
These two sentences could have been reversed and it would have been fine.
The post could have ended without the question and would have been fine.
I'm pretty sure I'm right that this is a fake post. Are you disagreeing that this is fake or ai written? Or with how I came to that conclusion? It's not the only tell, but one of a few.
greggoB 1 hour ago | parent
You're potentially moving the goalposts now - your initial claim is that the post is AI generated, now you're also asking if it's fake.
It may be fake (I wouldn't know how to tell if so or not). What I'm voicing skepticism over is whether or not it is AI generated.
tasuki 2 hours ago | parent
I wish people stopped posting what Pangram said. Pangram set an impossible task before them — either they're grifters or naive. They use a magic box to determine whether someone else used a magic box, giving you a bullshit result.
tayo42 2 hours ago | parent
c23gooey 1 hour ago | parent
poszlem 1 hour ago | parent
fomoz 2 hours ago | parent
latentsea 26 minutes ago | parent
Everyone should have a hidden profile. I mean... you went snooping didn't you? People always try to randomly dredge shit up. It's creepy AF.
NoPicklez 2 hours ago | parent
This is the part that bugs me with AI usage is that it drives the use of it to benefit the company but not the individual. Yes AI allows me to be faster as work (in theory), but as a result I lose out in my own learning as an employee, I lose out in my own cognitive ability to learn, make mistakes and build upon my knowledge and skills.
10111001 2 hours ago | parent
Your well-being and self-improvement is not a priority for your capitalist employer, especially given ideological changes over the past 70 or so years. They would just as rather use you up, throw you away, and replace you with something else, if that was more convenient for them.
Isn't it wonderful to be on your own? Remember that next time someone talks about starting a union.
NoPicklez 1 hour ago | parent
AI has eroded that value enormously
bdangubic 2 hours ago | parent
NoPicklez 1 hour ago | parent
add-sub-mul-div 2 hours ago | parent
threethirtytwo 2 hours ago | parent
NoPicklez 1 hour ago | parent
The joy in what we do is based on the process not only the output.
threethirtytwo 1 hour ago | parent
I know it sounds cold, but it's true. I totally get where you're coming from. I say this because your methodology of approaching the issue will fail.
If we want "succeed" we need to find places where we produce greater utility then AI. We have to find places where we are better.
Asking for joy isn't going to mean anything in the end.
jazzyjackson 1 hour ago | parent
But I agree that it’s over for those passionate about code wanting to make a living that way. I switched careers to clockmaking.
threethirtytwo 32 minutes ago | parent
It is not narrow. It is the utmost realistic non delusional outlook on life. Most of humanity throughout the world and throughout history is a battle for survival and competition. We are designed to survive, not "work for fun". Only a select few lucky people in the upper echelons of human civilization can "work for fun" and complain about the luxury being taken away.
It is not trading misery for cash. It is trading misery for survival.
Plenty of people have careers they enjoy and those people are lucky af.
dilap 2 hours ago | parent
ToyKeeper 2 hours ago | parent
Top-rated reply tells submitter to solve their AI problem by adding more AI.
Magnificent.
pessimizer 2 hours ago | parent
"Find the things that you did that are badly, and do them better. Add a directive to claude.md to do it right the first time, next time."
If AI codes better than humans, I don't understand why it has a dozen copies of stuff everywhere. Even people who suck don't suck that much. I don't even understand how you can get away with it unless you're writing functional code.
danmcr 2 hours ago | parent
He's working 10 hrs. a day, just entering things into Claude, waiting, reviewing, and learning absolutely nothing.
At this point anyone who was truly passionate about programming, is just less and less motivated to become a better engineer.
grey-area 2 hours ago | parent
We don't have try to use them as 'agents' to write and understand all the code for us, frankly I wouldn't trust them to do so, they make too many mistakes and foolish decisions about architecture.
bdangubic 2 hours ago | parent
orthogonal_cube 2 hours ago | parent
Not all of them. Some simply can’t afford it. Some hold true to processes to ensure quality code and knowledge behind contributions.
But what appears to be happening is a race driven by FOMO. Teams are being told to use more and more AI to speed up their productivity. Surely their competition is using AI to build more features, fix long-standing bugs, and make products more efficient. By not spending money on tokens it allows the competition to expand their share of a market. They can’t accept that; shareholders, investors, and owners would replace them with someone who is willing to pull out all the stops.
mereck 42 minutes ago | parent
jazzyjackson 1 hour ago | parent
mixmastamyk 2 hours ago | parent
Refreeze5224 2 hours ago | parent
kylecazar 2 hours ago | parent
jazzyjackson 1 hour ago | parent
abrookewood 1 hour ago | parent
greggoB 1 hour ago | parent
j45 1 hour ago | parent
Software development has always evolved.
A preference for it to stay the same way isn't always in our hands.
You can have a say in how software development evolves by how you choose to learn the tools in a way that can influence other people.
streetfighter64 1 hour ago | parent
In my experience, using LLMs to automate boring tasks gives time to learn about the interesting parts.
As to working 10 hours a day, was he working less hours before LLMs, or what's the relevance?
icedchai 1 hour ago | parent
thin_carapace 1 hour ago | parent
streetfighter64 57 minutes ago | parent
zdragnar 47 minutes ago | parent
> A year ago leadership told us everything goes through agents now. Hand written code needed a reason
I can't imagine needing to ask for permission or having to justify myself every time I personally wrote code. That definitely sounds like hell
thin_carapace 34 minutes ago | parent
drusepth 25 minutes ago | parent
If you're telling an agent how to implement something, congrats! You're doing it right and should go on a walk while it's being implemented.
If the agent is telling you how to implement something, you should probably take a walk to digest it, and come back to tell that implementation-machine what to actually do so you can take another walk while it's being implemented.
latentsea 37 minutes ago | parent
I stopped doing it as a result.
Refreeze5224 2 hours ago | parent
netrem 2 hours ago | parent
A couple months after not touching code it was always a mystery. You'd know the high level architecture but you can still know that even while using AI.
VCFundedGenYer 1 hour ago | parent
https://redlib.catsarch.com/r/ClaudeCode/comments/1xq2n3t/a_...
j45 1 hour ago | parent
WillAdams 1 hour ago | parent
https://news.ycombinator.com/item?id=47300747
Try having the agents consistently document the entire code base, then review each section and see what can be understood/worked with?
stego-tech 1 hour ago | parent
It’s not properly using the tools, it’s not improving products, it’s just burning money in the furnace of Anthropic, Google, Microsoft, Oracle, nVidia, and OpenAI. You’re not building world-changing pipelines, your executives demanded you gamble at the slop machine as fast as possible to inflate share values so they can parachute out.
You owe them nothing, so start snitching. Scream openly about the harm this blind push into fads did to the humans, the product, the customers, and the shareholders. The truly excellent use of LLMs continues getting overshadowed by the blind fealty marches and purity tests orgs instituted around mass-adoption and cognitive-offloading, and you’re doing every stakeholder a disservice by pussy-footing around the issue.
Find your spine and name names.
ianm218 1 hour ago | parent
The actual content is somewhat relatable but don't fall for the bait.
alfalfasprout 39 minutes ago | parent
jrflo 28 minutes ago | parent
echelon 27 minutes ago | parent
Lots of apps can be 100% AI generated, even factory assembled. Especially if they're stateless.
We're leaning in with 100% AI software factory and no human review. We're making lots of revenue too.
The era of human always in the loop software is over.
twothreeone 23 minutes ago | parent
joshuat 26 minutes ago | parent
amarcheschi 16 minutes ago | parent
thewanderer1983 1 hour ago | parent
didntknowyou 1 hour ago | parent
marcus_holmes 54 minutes ago | parent
In this case it accelerated piling up the tech debt.
There's no reason they couldn't have paused the relentless production of features to do a few runs of cleaning up the code base while it was still readable.
guywithahat 52 minutes ago | parent
rznicolet 48 minutes ago | parent
And now the company is all-in.
Even if the mandate does get reined in, I don't think I'll last that long. I'm honestly not sure what to do, beyond prepare to change careers entirely.
jdonaldson 46 minutes ago | parent
gre 43 minutes ago | parent
The react app was almost unworkable, with people just cloning components and dropping them in as another tab with 95% shared code but obtuse names.
beloch 34 minutes ago | parent
When you rely on AI to explain code to you and then make changes to the code, the AI does most of the doing.
bandrami 24 minutes ago | parent
Many people don't but at least until last year somebody did.
cudla100 34 minutes ago | parent
HoldOnAMinute 29 minutes ago | parent
Longer term, use agents to read the code and write a new requirements document from scratch.
Iterate on that doc for a long time. Then build the new system.
nickphx 16 minutes ago | parent
_pdp_ 15 minutes ago | parent
The idea was that now that 100% of the code is written by AI we need better tools for reading the output as writing it no longer requires an editor.
tripdout 4 minutes ago | parent