URI:
       [HN Gopher] If you are asking for human attention, demonstrate h...
       ___________________________________________________________________
        
       If you are asking for human attention, demonstrate human effort
        
       Author : jjfoooo4
       Score  : 1697 points
       Date   : 2026-06-11 23:01 UTC (2 days ago)
        
  HTML web link (tombedor.dev)
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       | sublinear wrote:
       | I think the real problem is that AI quality falls short of the
       | wild promises.
       | 
       | Labeling what is "AI" would be like highlighting in an email what
       | I'm obligated to say by HR, my boss, etc. It doesn't make
       | anything less boneheaded.
       | 
       | Human effort was already low before AI and now it's even lower.
       | Garbage in, garbage out.
        
         | johnsmith1840 wrote:
         | AI having poor quality is a bad take like over a year ago.
        
           | cwmoore wrote:
           | Depending on what you or another means by "quality", it may
           | not have any at all.
        
           | folkrav wrote:
           | Meh. Just this week, I've had two Sonnet 4.8 agents generate,
           | in parallel, a 2000 line wall of brittle bullshit, and a well
           | architected solution with 20% of the amount of code, to the
           | same problem, from the exact same initial context, and very
           | similar prompts. Come on, they can do poor quality work too.
        
         | esikich wrote:
         | I think this is because a lot of people think more is more. Wow
         | look at all the detail and bullet points! No one on the
         | receiving end actually wants that though. When I use AI to
         | write, it's to boil it down to the minimum bits needed. I wish
         | more people would use it that way.
        
           | SchemaLoad wrote:
           | It's the empty calories of literature. More would be more if
           | there actually was more but AI writing is making it bigger
           | without adding anything actually more. It inserts loads of
           | fluff and repetition that takes longer to read but doesn't
           | exchange more information or ideas.
        
             | _carbyau_ wrote:
             | Which is why so many people want to see the prompt that
             | generated the text.
             | 
             | Because the prompt is the quintessence of intent regarding
             | the information to be conveyed.
        
               | kombookcha wrote:
               | I always have a strong hunch that it would be vastly more
               | efficient if they just sent me whatever the prompt was,
               | rather than the output. If you blow 2-3 sentences of
               | intentional information up into a verbose e-mail, you're
               | needlessly wasting both your and my time. Just send me
               | the 2-3 sentences of actual stuff!
        
             | skydhash wrote:
             | Lossy expansion of information.
        
           | HKH2 wrote:
           | Nah on the receiving end an AI makes a summary of it.
        
       | sshine wrote:
       | > _when [sending AI generated content to teammates], I take care
       | to clearly label what is AI generated_
       | 
       | Reading AI-generated text for hours every day, it's obvious to
       | me.
       | 
       | I take care to make my messages easily readable. I don't care if
       | they're AI-made, as long as they're short.
       | 
       | I'm a very verbose person, and if I don't make an effort at being
       | concise, I'm just as annoying as the average AI.
       | 
       | Being flooded with AI text every day has made me appreciate
       | brevity because I'm exposed to so little of it.
       | 
       | With half a dozen people who don't read or listen to half of what
       | the others do, slop + cognitive drift is a bad cocktail.
       | 
       | It's just not as big of a problem on my own projects, because the
       | ideas that get fed to the slop-machine are not that different
       | from one day to the next.
       | 
       | ---
       | 
       | > _For human code review requests, I always review my AI-
       | generated code first._
       | 
       | For human code review requests, I always review ANY code I submit
       | first.
       | 
       | This is partly because it's the agreed-upon culture where I work
       | now.
       | 
       | And partly because the codebase is not robust enough for slop.
       | 
       | I have hobby projects where this does not apply. I spend half of
       | my time in those projects building hard guardrails.
       | 
       | ---
       | 
       | > _Keeping AI generated content clearly labeled and demonstrating
       | human effort helps show consideration for teammates_
       | 
       | I actually like the shamelessness, because it's honest.
       | 
       | So often this year when I ask "why did you do X?" pointing at a
       | line, my colleague doesn't know.
       | 
       | Because they didn't really write that line, and they didn't
       | really internalise the choices made.
       | 
       | When my colleague sends me a text dump from Claude, I know that
       | my role is just being a sub-agent.
       | 
       | Demonstrating human effort: I'd like to see more of it.
       | 
       | One way is to spend more time owning "cognitive debt" as part of
       | the daily cycle.
        
         | TFNA wrote:
         | Brevity is the big disaster of human-generated text since the
         | rise of the phone as default device and the appearance of
         | Twitter. To discuss matters with sufficient depth and nuance,
         | one often has to write a few solid paragraphs.
         | 
         | If people are now wincing at longform text because they
         | automatically assume it was LLM-generated, then that bodes ill.
        
           | mapontosevenths wrote:
           | To add to this, there seems to be an inability to process
           | metaphor and simile in the younger generations. Likely as a
           | result of the same deficit. They've become very literal, and
           | often mistake anything that's well written for AI slop.
        
           | aarjaneiro wrote:
           | "poisoning the well"
        
           | BoingBoomTschak wrote:
           | It is also the soul of wit!
        
           | suzzer99 wrote:
           | There's a sweet spot between AI slop and 144 characters. I
           | can tell within a few sentences whether there's a human on
           | the other end getting to the point, or an AI dancing around
           | the point and finding 3 different ways to say the same thing.
        
       | solfox wrote:
       | I'd say it's because we're tasking ourselves with dumb stuff. No
       | one half-asses building a shelter that keeps their family alive,
       | or throwing a new favorite bowl on the pottery wheel. But instead
       | of that we're writing posts for Facebook etc etc so we can (???)
       | profit. So of course we want bots to do this all this dumb stuff,
       | and of course we get dumb results.
        
         | SchemaLoad wrote:
         | We just need bots to read all these facebook posts and then we
         | can put the phone down and go back to doing something real.
        
           | abnercoimbre wrote:
           | My last post [0] has proof-of-work: video evidence of my
           | physical notes. How many people are willing to draft a
           | complete essay on pen and paper first?
           | 
           | [0] https://abner.page/post/are-we-harold-bloom/
        
             | patcon wrote:
             | Ah this is clever! Feels very cosyweb. I'd be delighted if
             | not caught on
        
         | edot wrote:
         | For some things, yes. But I'm half-assing some really cool
         | stuff right now. Made a scraper to pull my city's meeting
         | minutes, agendas, recordings, made transcripts. Regex for
         | "Flock", found every mention, passed those files into a cheap
         | model (DeepSeek V4), had an understanding of who in my city is
         | down with building the surveillance state and who isn't. I've
         | got research on everyone, and had emails drafted for each one
         | based on what they said. Quotes and figures and all. I lightly
         | polished each email and fired 'em off. Already got some replies
         | back. Plenty more in the quiver too (pulled and analyzed CSVs
         | of FOIA'd datasets).
         | 
         | If they're gonna spy on me with AI cameras, I can oppose them
         | with AI research. :)
        
           | paytonjjones wrote:
           | You created the surveillance state to fight the surveillance
           | state lol
           | 
           | Edit: it's a joke people
        
             | edot wrote:
             | Nope, I used a minute fraction of the technology they have,
             | along with open records as is my right in this country, to
             | stand up for my Fourth Amendment right to travel without
             | creeps stalking my every move. I need to make my specific
             | framework a bit more generic and then I'll put it here on
             | HN. Or just offer a platform where people can bring an OR
             | key and it can run on their city.
        
             | Groxx wrote:
             | I grant the lol-concept, but citizens monitoring their
             | government is extremely different from governments
             | monitoring their citizens.
        
               | edot wrote:
               | Citizens monitoring their government is literally THE
               | foundation of democracy (ok, maybe voting comes before
               | it, but then you have to monitor who you voted for to see
               | if they're doing what you voted for).
        
               | worik wrote:
               | THE foundation of democracy...
               | 
               | ...is "Rule of Law" IMO
        
               | tremon wrote:
               | Indeed. One is expected in a healthy democracy, the other
               | is essential for a totalitarian state.
        
             | djeastm wrote:
             | It used to be called journalism
        
           | derivagral wrote:
           | Did you use some stuff like
           | https://github.com/CouncilDataProject or roll your own? Been
           | curious about how to integrate local knowledge like this
           | since local news seems to have lost the niche.
        
             | edot wrote:
             | I rolled my own. I hadn't heard of this one, but I looked
             | into stuff like OpenStates (now privately for-profit owned,
             | ugh). My city just uses a Wordpress site so it's structured
             | enough. I'm looking at building something to ingest cities
             | with Granicus and one other big local government meeting
             | recorder via API whose name I forget. That should get
             | decent coverage. There's no way to catch the long tail of
             | every local government's recording process. Some cities
             | people will just have to do manually. But it's easy enough
             | with LLM help.
        
           | patcon wrote:
           | Love this. Thanks :)
        
           | coldpie wrote:
           | > I've got research on everyone, and had emails drafted for
           | each one based on what they said. Quotes and figures and all.
           | 
           | Please tell me you did the work to validate that the quotes
           | and figures were not made up by the cheap model. These things
           | make stuff up all the time, you absolutely cannot rely on
           | them without validating the output yourself.
           | 
           | https://arstechnica.com/staff/2026/02/editors-note-
           | retractio...
           | 
           | https://www.loweringthebar.net/2026/06/its-finally-
           | happened-...
        
             | edot wrote:
             | Yep, I manually listened to the meeting recordings (easy to
             | find the spots based on the transcript timestamps) for any
             | quotes. There are also meeting minutes and agendas with
             | supporting docs to corroborate against (e.g. for dollar
             | amounts). They really don't make stuff up all the time if
             | you root them in data.
        
         | dwattttt wrote:
         | Play silly games, win silly prizes
        
         | BenRather wrote:
         | Oligarchs gotta pay rent on those data centers somehow.
         | 
         | The serfs will till and sow the server fields!
        
         | satvikpendem wrote:
         | David Graeber's _Bullshit Jobs_ in action.
        
           | jordanpg wrote:
           | I was just thinking about this. LLMs are nothing if not easy
           | litmus tests for identifying bullshit jobs.
        
       | jubilanti wrote:
       | s/demonstrate/perform/g
       | 
       | Now you have to add typos and not use completely standard
       | elements of style that some people have been using for ages, like
       | emdashes and "it's not X, it's Y"
        
       | pevansgreenwood wrote:
       | Was it Blaise Pascal who wrote:
       | 
       | I have only made this letter longer because I have not had the
       | time to make it shorter.
       | 
       | The argument that "using AI to generate text is disrespectful
       | because it took no effort to write" misses the point. Respect for
       | the recipient is measured by whether the message serves the
       | recipient's needs, not how it is produced. Similarly, any errors
       | are the senders responsibility, and not the fault of the tools
       | they used.
        
         | xp84 wrote:
         | I agree that the bottom line really ought to be usefulness; if
         | it's useful and doesn't waste my time, it's fine if you
         | received it by the use of seer stones for all I care.
         | 
         | However, I don't blame anybody for having red lines like this:
         | 
         | 1. Don't send me a big long string that is merely LLM output
         | resulting from pasting a trivial prompt + text I already have
         | access to (or my own words!). I know about Claude too, and if
         | that's what I wanted I'd have done it myself.
         | 
         | 2. Don't throw an AI-generated argument at me that you don't
         | even fully understand.
         | 
         | 3. If you're preparing information for me, and it's overly
         | verbose and wastes my time, I'll be twice as mad if it's
         | obvious AI than if it's obviously human. This is basically the
         | article's point. The asymmetry of wasting an hour of my time
         | reading a bunch of crap that took 15 seconds of your time
         | should make it clear why this is antisocial behavior.
        
         | mapontosevenths wrote:
         | Exactly. What I want is not effort. It is quality. The sweat of
         | your brow is just gross salt water.
         | 
         | Use whatever tool does the job, and own it if you use the wrong
         | tool and it sucks.
        
         | justanotherjoe wrote:
         | what's stopping someone to feed it to an llm and say 'make it
         | simpler' and maybe run it twice.
        
         | xpct wrote:
         | Indeed, yet the sender is relying on me to find the errors.
        
       | doctorpangloss wrote:
       | Most OSS should adopt DKMS-style extensions systems so that
       | people can code and distribute their own solutions to problems.
       | Then it doesn't really matter, right? If the end user is using
       | Claude to fix stuff in your shit, extensions make it irrelevant
       | what "code owners" think.
        
       | Rekindle8090 wrote:
       | If you use AI to write your communications I don't want to work
       | with you
        
         | lasisdabomb wrote:
         | In a few years, you might not have any team members to work
         | with! Tools like Slack MCP are ubiquitous at my company.
         | 
         | It will be a very sad day if I ever get laid off via Slack and
         | the message is suffixed with "Sent by @Claude"
        
       | nlawalker wrote:
       | This isn't sufficient, it needs to be "if you are asking for
       | _assumption of accountability_ , demonstrate human effort."
       | 
       | In my experience, people who make requests like this don't care
       | about your attention, they only care about getting you on the
       | hook for something. Your application of attention as a
       | requirement for that is irrelevant to them.
        
       | treesknees wrote:
       | This exactly reflects my feelings lately. I have a specific
       | coworker who has gone somewhat overboard - every single code
       | review, answer to any question on email or Teams, every new
       | story, even their personal opinions during a design or ideas
       | meeting, are all direct AI output with no massaging or human
       | touch or review. They're working on planning out an upcoming
       | project, and I just get verbose and long documents to review, and
       | based on the issues I find I doubt they are even looked over
       | first beforehand.
       | 
       | I understand that the information may be accurate, even helpful
       | at times, but feeling like I'm constantly talking to an AI chat
       | bot all the time gets tiring. And I don't appreciate having to
       | double-check everyone else's AI generated responses for them.
        
         | nonethewiser wrote:
         | Instinctively I think the move is to ignore it. I guess that
         | would look different in different contexts.
         | 
         | Obviously you have to communicate with your coworkers. But I
         | think the solution has to essential be: "Im not going to read
         | that."
        
           | Gigachad wrote:
           | Either that, or call them / walk up to their desk and pick a
           | point from the wall of text and ask them to explain what they
           | mean by it. Then watch them turn red as they have no idea
           | what the message they sent to you means.
        
             | imoverclocked wrote:
             | This feels like a BOFH response but I'm strangely not
             | opposed to it; If you generate something, you should own it
             | ... regardless of what tool you used to generate it.
        
             | BoxFour wrote:
             | I think you're over-estimating how much some people care.
             | 
             | I have had coworkers say "Oh I don't know, Claude added
             | that" in response to questions like that without even a
             | hint of shame or self-reflection.
        
               | Gigachad wrote:
               | Sure, some people have no self awareness. In that case
               | you can change your approach, if you are a manager or
               | otherwise invested in the company you can put pressure on
               | them to increase the quality of their work and to own the
               | things they submit. Bring up specific examples of poor
               | quality work, errors in documents/messages, etc.
               | 
               | Or if you don't care you can just ignore this persons
               | messages.
        
               | apical_dendrite wrote:
               | I had someone submit a PR that was 3000 lines of shell
               | scripts. Totally useless crap. I tried repeatedly asking
               | him why he made particular choices and it was so
               | painfully obvious that he had absolutely no idea and was
               | just inventing bullshit answers. I would rather he have
               | just said "I don't know, Claude added that", then tell
               | obvious lies to my face.
        
               | BoingBoomTschak wrote:
               | And that's the point where you can stop to hide your true
               | opinion, no? _" How am I supposed to review a thing the
               | supposed author didn't even read or understand himself?"_
        
               | selcuka wrote:
               | I got sent a 6-page spec document with a footnote that
               | says "this spec was created with AI, so it may have
               | nonsensical sections. Feel free to fix them."
        
             | al_borland wrote:
             | I tried this when my skip level boss sent us a wall of text
             | from ChatGPT that didn't make any sense. He didn't care. He
             | said it was "just an idea". He likely spent all of 5
             | minutes on it, while we spent a collective 15 hours dealing
             | with it, before finally going to him and calling it out.
             | 
             | He's sent a couple more emails like that since. I don't
             | even bother to read them once I see the format.
        
           | anitil wrote:
           | I've had a colleague call it out 'Is this AI slop? Please
           | write your opinion'. I don't think I could do that myself,
           | but I really appreciate that they were drawing attention to
           | it
        
           | doctorpangloss wrote:
           | Management, responding to someone who takes your advice to
           | "ignore it": "So we've noticed that there's this guy who is
           | doing tons of work, and you have chosen to do no work?"
        
           | AnimalMuppet wrote:
           | Communicate with your _boss_.  "I'm ignoring this guy's slop
           | because he's spewing slop, but not actually doing his job,
           | and if I stop to deal with all of it, I won't be able to do
           | _my_ job ".
           | 
           | Yes, "not actually doing his job". If he's sending you un-
           | reviewed, un-filtered, untouched AI output, _that 's not
           | doing his job_.
        
           | tobyhinloopen wrote:
           | I told something like "your value lies in reviewing the
           | output yourself before sharing it, not in calling Claude. I
           | can also use Claude."
        
         | Aurornis wrote:
         | I've seen this, too. There is a workplace personality that sees
         | the job as a 2-player game between themself and the
         | corporation. They think the game is to min-max their effort to
         | personal career benefit, and they don't care how much it
         | inconveniences anyone else.
         | 
         | Before AI they had to actually put in work, or at least play
         | games of trying to steal credit from other people without
         | getting noticed. Now that AI appeared, they see it as the
         | ultimate way to take credit for work they didn't do: Put
         | everything into Claude, let it do the work, copy and past
         | output back to someone else. Minimum effort invested, maximum
         | visibility achieved.
         | 
         | It will continue as long as they think they're getting away
         | with it. If managers aren't willing to intervene, or worse if
         | they encourage this due to the volume of output that seems to
         | be appearing, it's only going to get worse.
        
           | vermilingua wrote:
           | I'm conflicted after reading this comment, because I think I
           | would be that personality in my workplace, largely because I
           | believe that's the only sane position to take as a worker
           | with ~0 power over the decisions made that can entirely
           | destabilise your life.
           | 
           | On the other hand, my priority isn't maximising my personal
           | career benefit, but the collective benefit of my team, so I
           | suppose I either see it more as a 2v1 sorta game, or perhaps
           | my "player" is an amalgam of myself and my teammates. Playing
           | this way, outsourcing everything you do to an LLM is the
           | _worst_ move, because you lose the touchpoints that tell you
           | where the friction is in your team.
        
             | Aurornis wrote:
             | I think everyone should be looking to balance their work
             | effort against the payout of the job. They should also be
             | changing jobs when the effort to reward ratio starts to
             | become unfavorable compared to other jobs on the market.
             | 
             | The problem with the personality above is that the person
             | isn't playing like a team (like you said) but as an
             | individual maximizing their own visibility while loading
             | their coworkers up with the review effort. They found an
             | asymmetry to abuse (they generate text easily, coworkers
             | get a lot of extra work to review it). They don't care what
             | it costs their coworkers. They just like that it makes them
             | look good.
        
               | Forgeties79 wrote:
               | Whenever I try to articulate this issue to people during
               | more casual AI discussions, I always refer to "study
               | guides" in college.
               | 
               | I don't know how many of y'all did these, but I'm sure I
               | wasn't the only person. At my undergrad it was very
               | common for a group of students to all to get together,
               | compare notes from lectures and readings, and basically
               | come up with a group study guide of sorts. People were
               | given specific sections to share, you didn't just send
               | all of your notes - usually 2 people per section's take
               | on that portion. You could always tell who just copy and
               | pasted their shorthand (usually indecipherable) and who
               | actually took the time to edit it/clean it up. This was
               | at a time when almost everyone did it on laptops.
               | 
               | The people who took the time to make their portion(s)
               | digestible for others were asked back, the others
               | weren't.
        
               | sdevonoes wrote:
               | > They should also be changing jobs when the effort to
               | reward ratio starts to become unfavorable compared to
               | other jobs on the market.
               | 
               | The problem here is that all tech companies look alike.
               | Take for example the interview process (copied by almost
               | any company out there that thinks they are google).
               | Another example: the under/meets/above expectations BS.
               | And now the most recent example of "token usage as sign
               | of productivity".
               | 
               | So, it's getting tremendously difficult to simply switch
               | jobs that offer something different
        
               | Aurornis wrote:
               | My experience couldn't be more different. The tech
               | companies I've worked for in the past 10 years have been
               | so completely different from each other, from interview
               | process to company culture, that I can't agree that all
               | tech companies are the same.
               | 
               | You can also look to change to different roles (product
               | management, even sales) or jump to a different career
               | completely.
               | 
               | There are options if you look. You're not going to find a
               | dream job that pays $600K for 4 hours of no-pressure work
               | per day and perfect coworkers, but there are a range of
               | job options with tradeoffs along the compensation-effort
               | pareto front.
        
             | user_7832 wrote:
             | If you're self aware of this, you're probably already ahead
             | of 95% of others in similar shoes.
        
           | inigyou wrote:
           | That _is_ their job. Their job is whatever gets rewarded, and
           | that 's what gets rewarded, apparently.
        
         | NoMoreNicksLeft wrote:
         | I can't imagine my opinions just being AI slop that I've
         | parroted. Surely you embellish just a little? Claude's so often
         | bone-headed about things, this horrifies me. Gemini's worse.
         | Even when the model agrees with me, it starts making me wonder
         | if I'm not somehow wrong.
        
         | adamlrhodes wrote:
         | 100% agreed. I've shared output I didn't fully understand,
         | didn't feel good good about it, and now I really try to digest,
         | understand, and be able to actually talk about it if I expect
         | other people to do the same. I hope in time your coworker comes
         | to similar realizations.
        
         | mirekrusin wrote:
         | Suggest to him to automate what he's doing.
        
         | runnig wrote:
         | Another idea to slow down the stream of slop of big PRs:
         | request to split big PRs into smaller PRs. This typically keeps
         | the author+clanker busy for quite some time. E.g. I got a 5k
         | lines PR to review; requested to split that into 7 smaller,
         | self-contained PRs. Took them about a week to finish this work.
        
         | xpct wrote:
         | I hope he's thought out his next vocation, since he's so eager
         | to automate his current one.
        
         | rokhayakebe wrote:
         | And you also have people who out an idea in ChatGPT or Claude,
         | come back with bunch of documents and think they have created a
         | business.
        
       | keithnz wrote:
       | More and more I'm generating AI emails, often to people outside
       | the company and often to do with technical issues / integrations
       | we have / APIs. So far I don't think the people I'm emailing are
       | really using AI as human responses are, well, lacking. What would
       | be great is new email conventions for different communication
       | pathways.                 Human -> Human (think we have this
       | sorted)       AI -> Human       AI -> AI
       | 
       | If you are doing AI -> Human, then you need to be curating the
       | response and understanding what it is saying, also, make sure its
       | not leaking internal details or committing you to have phone
       | calls/video chats (it does that). This works really well for the
       | most, and humans respond with requested content. Quite often my
       | AI debugs problems with their systems which I know little about.
       | But humans do odd things like send screen shots of logs rather
       | than text (they also leak internal details of their systems they
       | potentially shouldn't). I used to tell people the content is
       | partly AI, but now I just send the curated email without
       | mentioning AI.
       | 
       | For AI -> AI you kind of want a hand over document as an
       | attachment to an email. Only thing here is making sure there's no
       | injection of security risks. But quite often instead of getting a
       | human response to my AI generated emails, it would actually be
       | nicer to hear from their AI which could give a better
       | context/details. It would be really nice to be able to go, can
       | you have your AI talk to my AI :) (security is a major issue
       | here)
        
         | NopIdoN wrote:
         | tries to pass slop, complains about quality of replies
        
           | keithnz wrote:
           | ? you missed the point, ironically showing the problem with
           | human responses :) humans are super bad at providing
           | information, they concentrate on singular things, especially
           | if they think they have a point / suspect they know what the
           | problem is, but if they are wrong their response doesn't have
           | enough to go on, so you have back and forth.
        
         | nedt wrote:
         | AI is able to read input from AI. Humans are able to read input
         | from humans. Also AI is pretty good in reading input from
         | humans. So we don't really need AI -> AI. Just output for
         | humans and you are fine. You can still attach details and this
         | is true for both AI and humans. So human output should be the
         | goal for everyone and everything.
        
         | bluefirebrand wrote:
         | If you are trying to do AI -> Human communication you should be
         | publicly flogged. Don't waste people's time with garbage you
         | can't be bothered to write
         | 
         | Just send them the prompt instead, let them see how little
         | effort you care to place into communicating with them
        
           | keithnz wrote:
           | no, and this shows you haven't really used it, prompts are
           | useless, access to context is what matters. It's because I
           | have access to things that others don't that make the
           | difference, prompts are useless unless you are accessing
           | public information. What you and others are missing is the
           | results are highly valuable to the recipient, assuming AI
           | responses are garbage is just silly these days, people need
           | to get over their obsession with "AI slop", because it isn't.
        
       | niuzeta wrote:
       | A very prolific coworker who fully embraced claude has inflicted
       | the team with a flood of AI-generated PRs. About six months
       | later, it is his frequent bemoaning at the standup that their PR
       | don't get reviewed, languishing in inattention. I don't think
       | anyone - including myself - _intentionally_ avoid his PRs. It's
       | just that he doesn't make it easy for the team to look at.
       | 
       | This single headline perfectly captures what I have been
       | thinking. It's not that I reject AI content, but it takes
       | _effort_ to review and weed out any mistakes. When your
       | thoughtful reviews that take an hour(because the PR is typically
       | large, and you want to be _right_ when you're pointing out a
       | hallucination) gets an AI-generated response with AI-generated
       | amendments, It doesn't feel _nice_. I feel dismissed and it has
       | continuously trained me to subconsciously avoid his PRs. After
       | all, the team is fully onboarded with AI, so it's not like there
       | is a lack of PRs to review.
       | 
       | It looks like the sentiment isn't just isolated for me.
        
         | wahnfrieden wrote:
         | why leave comments intended for your human colleague when they
         | will only forward them to the bot?
         | 
         | why not speak directly to the bot yourself instead? then you
         | can drop pretenses and get to the point
         | 
         | I find this to be a new variant of the old behavior where a
         | colleague comments on a typo in a PR, and the team later moans
         | about laborious back and forth for small nitpicks, instead of
         | simply editing the typo right there (and perhaps leaving a note
         | that they did so)
        
           | liveoneggs wrote:
           | yeah I have this happen to me. I occasionally get screenshots
           | of claude sent to me!
        
             | maccard wrote:
             | I had this happen to me twice. The first time I ignored it,
             | second time I responddd with "I could have asked ChatGPT
             | myself but I asked you". Never happened again.
        
               | dormento wrote:
               | "why are you such a drag on team morale?", "why are you
               | invalidating your colleagues learning experiences?" "Next
               | time you do this, HR will have to step in" etc etc.
               | 
               | There's no justice in this world.
        
               | maccard wrote:
               | I'd you're not willing to stand your ground and have a
               | direct conversation with your co worker then there's no
               | solution to it.
        
               | liveoneggs wrote:
               | for me it's actually my boss
        
               | maccard wrote:
               | Ah. Well that's a problem. My advise is either manage up,
               | accept fate or move team
        
           | doctorpangloss wrote:
           | let's take the two stories to management:
           | 
           | "I'm writing tons of code, and the process is stumbling where
           | the guy whose job it is to review code isn't reviewing it."
           | 
           | "I'm not reviewing code."
           | 
           | Sometimes I wonder: how does someone go and think so much
           | about their coworkers, and never once think about how they
           | themselves look?
           | 
           | Even if I sympathize with the people complaining about their
           | poorly chosen GitHub-based workflow - whose purpose is to let
           | pull requests languish, for the most part - and how they
           | stumble when overwhelmed with solutions. It's obvious to me,
           | that the people who complain the loudest about the anti-
           | sociality of LLM authored code in their precious harmonious
           | low-effort workplace status quo: they are projecting.
        
             | cool_dude85 wrote:
             | Imagine you are a restaurant reviewer. Your job is
             | unquestionably to go to restaurants, order and eat food,
             | and write a review. The restaurant's job is to provide you
             | food to eat and review.
             | 
             | You go to a new restaurant, and order some dishes, and one
             | of the plates your server brings out is a big ol pile of
             | dog shit.
             | 
             | Who's being anti-social in this situation? The restaurant
             | is doing its job and all they're asking is that you do
             | yours. On the other hand, you have certain expectations
             | about what you order from the restaurant and they're not
             | being met. Who's anti-social?
        
               | carlosjobim wrote:
               | He's not bringing you a pile of dog shit. He's bringing
               | you some food he went to the restaurant next doors to
               | get. How do you review it?
        
               | filleduchaos wrote:
               | I cannot think of a single actual food critic that would
               | consider it acceptable for a restaurant to serve a dish
               | for review that they went to the restaurant next door to
               | get. If the critic wanted to eat at/review _that_
               | restaurant they would simply have gone there instead.
        
               | flaburgan wrote:
               | His point, exactly.
        
               | doctorpangloss wrote:
               | what is the point? this whole restaurant analogy is
               | completely fictitious and happens nowhere, and the
               | scenario i'm describing is happening all the time... why
               | not just talk about the not imaginary scenario?
        
               | thatjoeoverthr wrote:
               | So he's redundant. You call Uber Eats and you don't pay a
               | salary for that.
        
             | jeremyjh wrote:
             | The person who "writes" code is also supposed to review
             | their own work, and answer for that. If they won't do that
             | - well - they should be fired. But if you have weak or
             | uninvolved leadership, then the team's only rational
             | recourse is to shun them.
        
             | taneq wrote:
             | It's much more effort to verify that code is correct than
             | it is to produce it. This is the case even for human-
             | written code, and now that we face a torrent of ok-looking
             | probably-usable AI generated code, the problem is
             | compounded infinitely.
             | 
             | If someone's using AI to generate a large quantity of
             | actually-tested, actually-good code then that's one thing.
             | If they're generating a fire hose of slop and demanding
             | that others do the actual human time-consuming work of
             | validating that code then that person is the problem. It's
             | hard to tell which is the case here.
        
           | danaris wrote:
           | Because it doesn't matter what you say to the bot. You might
           | as well have a conversation with _yourself_ about the PR.
           | 
           | The bot isn't making decisions. It's not choosing to submit
           | extensive PRs with bad code. The colleague is the one who
           | needs to actually _learn_ something here, and the problem is
           | that confronting him about it directly is widely considered
           | to be bad form. This is, of course, a deeply unhealthy aspect
           | of our corporate culture. We need to be more open to honest
           | communication, even when it 's either uncomplimentary of one
           | of the people involved, or counter to the prevailing opinions
           | within the company.
        
         | CoastalCoder wrote:
         | It sounds like one _potential_ interpretation of his behavior
         | is that he values his own time more than your time.
         | 
         | I wonder if that's occurred to him.
        
           | voidfunc wrote:
           | AI and companies reward sociopathic behavior. When he
           | eventually complains to his boss that his work isn't being
           | merged and it's been done for days/weeks/months that will
           | filter up and look bad on the people holding him up.
        
             | gonzalohm wrote:
             | At that point then disable merge checks and let them merge
             | without a review. If there is a problem it's on them
        
               | cncjvu7 wrote:
               | This is my current strategy, it's working great. Half the
               | team has been fired for slop and the other half got fired
               | for not doing anything.
        
             | manyatoms wrote:
             | I'm sure this person's manager knows that having trouble
             | getting PRs reviewed can (but not always) be a signal of a
             | deeper problem. It could be that no one one the team knows
             | the domain, it could be that no one like the person, but
             | most likely it's that the PRs are frequently bad and no one
             | wants to bother.
        
             | renegade-otter wrote:
             | Or, I might say, why review the PR. Get Claude to do it?
             | Why do I need to spend my time and attention and this
             | person does not?
        
           | emodendroket wrote:
           | Well, what's the solution here, he should ship less stuff?
        
             | kentm wrote:
             | The solution is that he spends more time scoping the size
             | of the PR so that it's reviewable and understands the code
             | he's submitting well enough to have discussions about it.
             | And that he does so human to human so that they can come to
             | mutual understanding.
        
             | lelanthran wrote:
             | > Well, what's the solution here, he should ship less
             | stuff?
             | 
             | The solution is in the title - he wants human attention, he
             | needs to demonstrate human effort.
        
             | usefulcat wrote:
             | The solution is to merge more of his PRs on the condition
             | that he takes at least partial responsibility for any
             | resulting problems.
        
               | rwmj wrote:
               | That's not how anything works. Even if he says he's going
               | to take responsibility, when the customer call comes in
               | at midnight you're going to be the one fixing his
               | problems.
        
             | t43562 wrote:
             | The reviewer gets to merge the PR so their name appears on
             | all the great new features and they are credited for them.
             | That would end his unfair behaviour of dumping effort onto
             | other people.
             | 
             | OR - he gets a review for every review he does.
        
             | latentsea wrote:
             | Less WIP is better for the throughput. If you saturate all
             | the review bandwidth you're just wasting your time creating
             | more PRs, the time would be better spent helping others get
             | their PRs merged.
        
             | JimDabell wrote:
             | He isn't shipping anything. Asking for code review is not
             | shipping.
             | 
             | This is the complaint:
             | 
             | > he doesn't make it easy for the team to look at.
             | 
             | He has traded readability for volume. The lack of
             | readability is causing him to ship less. This was a bad
             | trade because the readability is the bottleneck not the
             | code creation. He should improve readability.
        
               | wffurr wrote:
               | >> the readability is the bottleneck not the code
               | creation. He should improve readability.
               | 
               | See this is where I think LLMs can actually improve
               | software engineering. Use them to write _better_ code not
               | more code. The most useful LLM at work so far is the code
               | review bot that occasionally finds things that I missed
               | even with a careful self review and good test coverage.
               | 
               | We should be prompting the LLMs to review our hand
               | written code for security, correctness, style,
               | maintainability, etc., and then use human review for good
               | design and sanity checking. The bots can do things like
               | hold all the C++ correctness rules in their context and
               | apply them sometimes better than even a human expert.
        
               | loglog wrote:
               | The bots can also write Rust instead of C++, doing away
               | with the arcane nonsense accumulated by that legacy
               | language. SCNR.
        
               | wffurr wrote:
               | Bot-assisted Rust could be amazing; there's some ports
               | already happening which wouldn't have otherwise. Maybe
               | Rewrite-it-in-Rust can actually be a real thing and not
               | just a meme. But it does put a big burden on implementors
               | to understand what they're generating, and now it's in an
               | unfamiliar language to boot.
        
           | chii wrote:
           | Everybody values their own time more than other's.
           | 
           | The fix, imho, is for the reviewers to also use ai to review
           | the code. However, the ultimate responsibility for the
           | outcome(s) should be on the committer - you commit it, you
           | own it, so to speak. If there's an incident, they need to be
           | the one paged in the middle of the night. Bugs resulting from
           | it will land on their desk.
           | 
           | The reviewers aren't a shield/safety net.
        
             | throwaway132448 wrote:
             | > Everybody values their own time more than other's.
             | 
             | This is false, you're just oblivious to people who grew up
             | in conditions that would make them that way.
        
             | nkrisc wrote:
             | Speak for yourself. I highly value other people's time, to
             | the extent that I should probably value my time higher than
             | I do for my own sake.
             | 
             | Doing something that wastes other people's time or makes
             | more work for them than necessary makes me feel awful.
             | 
             | I've always worked in a way that respects other people's
             | time and I always tried to make sure I did everything I
             | could to minimize the work I'm asking someone to do for me.
        
             | faeyanpiraat wrote:
             | Well its obviously infeasible as during the time of the
             | incident it is not yet known what is wrong and who caused
             | it.
             | 
             | Is it even actually good to get to a point of blaming
             | someone for an incident?
        
         | Jimmc414 wrote:
         | Fight fire with fire. Ask Fable to conduct an adversarial
         | /ultareview of their PR and send the same wall of text back to
         | them. If there are excessive defects, ask them in standup if
         | they actually reviewed the PR themselves before sending it. If
         | there aren't maybe they are on to something. I think like in
         | law, the human submitting the work is responsible for its
         | quality, not the AI.
        
           | LambdaComplex wrote:
           | > Ask Fable to conduct an adversarial /ultareview of their PR
           | and send the same wall of text back to them.
           | 
           | This won't help. Your wall of text will just get fed right
           | back into the LLM.
        
             | Jensson wrote:
             | It will help if your wall of text cost less tokens than
             | theirs, they will run out before you do if you have the
             | same company quota per person.
        
               | Telemakhos wrote:
               | I'm not sure what the right vocabulary would be to
               | describe this, but this sounds more like the calculations
               | behind nuclear war than a healthy collegiality or
               | cooperative work relationship. This sets up a competition
               | to determine a loser based on resource scarcity, not a
               | way to achieve mutual goals to advance the organization's
               | goals.
        
               | toomuchtodo wrote:
               | "Token Standoff." The most efficient token consumer wins.
               | This mutually assured time efficiency destruction is
               | driven by management support of aggressive use of AI in
               | an attempt to, in some combination, increase productive
               | and constrain labor costs.
               | 
               |  _AI isn't making developers more productive - it's
               | making them busier_ - https://leaddev.com/ai/ai-isnt-
               | making-developers-more-produc... - June 11th, 2026
               | 
               | https://en.wikipedia.org/wiki/Brandolini%27s_law
        
               | fallous wrote:
               | Mutually Assured Distraction.
        
               | dormento wrote:
               | Caveman consume fewest token win office token war.
        
               | corndoge wrote:
               | You are thinking of "game theory" and it's what happens
               | when your coworkers don't give a shit. And all it takes
               | is one, both because they can degrade product quality
               | faster than you can gate it or fix it and because the
               | performance assessment techniques are about 3 years
               | behind the state of LLMs and if they play, you have to
               | also or you'll get shit on from such a height you won't
               | even know what hit you.
               | 
               | And once you start playing the game, then one day - it
               | doesn't take long - you wake up and ask yourself if this
               | is how you want to spend 8 hours of your life monday
               | through friday. I think a lot of us are saying no but now
               | need to figure out where our money is going to come from.
               | I don't have the answers.
        
               | witx wrote:
               | When someone submits PRs fulky made by Clade any
               | "cooperative work" is out the door
        
               | dormento wrote:
               | In a previous job, we had this saying "killing penguins"
               | we used when referring to throwing more computing
               | resources (more GNU/Linux instances) than necessary at a
               | problem. In today's landscape of indiscriminate AI
               | spending, I bet we could repurpose the term to mean
               | "actually negatively impacting the arctic biodiversity".
               | 
               | We are all throwing penguins at each other.
        
               | mattas wrote:
               | Also, make sure your wall of text prompts Claude to be
               | extra verbose to really burn through that quota of
               | theirs.
        
               | bigiain wrote:
               | Now I'm wondering how hard it'd be to zipbomb their
               | context window?
               | 
               | (And _now_ I'm wondering how hard it'd be to forkbomb
               | their agentic workflow?)
        
               | politician wrote:
               | Try to automate the adversarial PR review-rebuttal loop
               | "for productivity", so the back-and-forth between the AIs
               | can run over night.
        
               | smrq wrote:
               | More like they will climb even higher on the lighting-
               | dollars-on-fire leaderboard.
        
             | rvz wrote:
             | As a last resort, do the code-review with a live pair
             | programming session.
             | 
             | If they can't explain their own code then it is by default
             | a bad pull request.
             | 
             | At the end of the day, everyone's time is being wasted on
             | tokens and on the increasing cognitive complexity of AI
             | generated code.
        
               | xgulfie wrote:
               | So if they say "idk Claude did it", what would you write
               | in the PR review box?
        
               | Geezus_42 wrote:
               | REJECTED: Engineer does not understand what they wrote.
        
               | manyatoms wrote:
               | Feels like the title of a blog post someone will write
        
               | socksy wrote:
               | Ah, like this one? https://crabby-
               | rathbun.github.io/mjrathbun-website/blog/post...
        
               | dormento wrote:
               | > Engineer does not understand what they wrote.
               | 
               | """""wrote"""""
        
               | CursedSilicon wrote:
               | A teammate that can't write (or at least, can't explain)
               | "their own code"
               | 
               | Actively drags down the morale and productivity of their
               | team (because everyone is getting flooded with AI slop
               | PR's)
               | 
               | AND costs far too much money relative to everyone else
               | doing actual work? (token usage)
               | 
               | By god they sound like management material
        
               | matkoniecz wrote:
               | "Author of this pull request has not yet reviewed code
               | and does not understand it. This PR was submitted
               | prematurely, probably by accident.
               | 
               | Please, check whether you accidentally submitted other
               | unreviewed code - and close such PRs for now and reopen
               | once reviewed."
        
               | maccard wrote:
               | Don't ever write this in a professional environment. It's
               | childish ant achieves nothing other than pissing off the
               | person it's targeted at and probably the manager who now
               | has to deal with a shitty behaviour complaint.
        
               | maccard wrote:
               | The same as if they said it was copied from stack
               | overflow, or if it's wrong; "I think there's a problem
               | here, it's XYZ". If your peer ignores you and you were
               | wrong, it was their call to make. If you were right -
               | take it to them or the manager depending on how many
               | times it's happened.
        
             | mysterydip wrote:
             | What I don't understand is what value is the person adding
             | to this equation? Put another way, what's the difference
             | between them feeding the wall of text to the LLM, and you
             | feeding the wall of text to the LLM, bypassing them in the
             | process entirely?
        
               | Jimmc414 wrote:
               | The role of the person in the equation is to take
               | personal responsibility for the proposed change and
               | review the changes prior to PR submission. You can't put
               | AI on a PIP. It's acceptable to use AI as a coding
               | assistant in 2026, but if a human is not reviewing what
               | they submit and taking responsibility, their value is on
               | par with a ChatGPT subscription.
        
               | therealdrag0 wrote:
               | Peer review, in this case, "did you use AI to review your
               | change and address its feedback".
        
             | loeg wrote:
             | It helps in that it offloads the code review burden you'd
             | otherwise be doing.
        
             | Larrikin wrote:
             | This is the point where you decide. It used to be low
             | stakes and easy to care about the job you did for other
             | people.
             | 
             | Do you want to put the same effort into your job when
             | nobody else does, or should you reserve your thoughts and
             | just feed it back into the LLM?
             | 
             | The LLMs are being advertised as output increasers but
             | companies so far are using them as excuses to fire people
             | instead of creating previously unbelievable things. It
             | might be better to feed your coworkers output back in and
             | use your thoughts to start the company you thought you
             | never had time for.
        
           | emodendroket wrote:
           | I mean frankly this should just be part of the standard
           | process. By the time any person is looking at it there's no
           | reason it should not have gone through an AI review.
        
           | denismi wrote:
           | > Ask Fable to conduct an adversarial /ultareview of their PR
           | and send the same wall of text back to them.
           | 
           | Not necessary. Use Haiku.
           | 
           | The response doesn't need to be _good_ , it just needs to be
           | substantial. Presumably the goal here is basically DoS of the
           | problematic colleague through token limits.
        
             | miroljub wrote:
             | Use DeepSeek or MiMo. You get best bang for the buck on
             | your response.
        
         | glennericksen wrote:
         | I like this rule of thumb: Spend more effort producing the work
         | than it takes for someone else to consume it.
        
           | pjio wrote:
           | I like this rule and hopefully adhere to it myself often
           | enough.
        
         | moomoo11 wrote:
         | just fire him lol sounds like a nightmare
        
         | emodendroket wrote:
         | It's not always feasible of course but I think there is real,
         | worthwhile discipline in trying to get change requests small
         | and it matters more with agents. It's very easy to let it
         | balloon into gazillions of files and lines.
        
         | deadbabe wrote:
         | why not just approve the PRs with little more than a cursory
         | glance?
         | 
         | One of two things will happen:
         | 
         | 1. Things start breaking, proving AI generated code sucks and
         | the individual spamming these PRs is incompetent.
         | 
         | 2. The code works fine and reviews are unnecessary for anything
         | other than liability concerns.
        
           | hypfer wrote:
           | Some of us actually take the "engineering" in "software
           | engineering" seriously.
           | 
           | That includes taking responsibility and accountability so
           | that the software doesn't become a sad and dangerous mess.
           | 
           | If we want to be an engineering discipline, just yoloing in
           | production is not going to cut it.
        
             | deadbabe wrote:
             | This no longer works when bad faith actors will push code
             | straight from LLMs with little review, and respond to your
             | comments with LLM responses. They will constantly leave
             | _you_ with the responsibility of verifying the output. You
             | are the human in their loop. This is a brutal asymmetry. In
             | the past, at least you knew a person probably spent more
             | time handwriting code than you will spend reviewing it.
             | This no longer applies, now the reviewer can easily spend
             | more time than the author.
        
               | hypfer wrote:
               | Oh but it does.
               | 
               | The thing that makes it scale is to default to "no" and
               | require the other party to convince you of "yes". Just
               | put the burden of proof where it belongs. If they don't
               | manage, then that's their problem.
               | 
               | Communicating this in a way that is viable for a business
               | scenario certainly comes with its own difficulties, but
               | that is a solvable problem.
               | 
               | In fact, you can use AI to stress test your communication
               | there. Just throw what you want to say at the AI but
               | don't tell it that it is you who wrote it. Then tune the
               | input until it stops saying that you're the problem and
               | starts agreeing with you.
               | 
               | Highly recommend. It's a perfect emotion-driven cargo-
               | culting normie simulator that never calls HR on you.
        
               | deadbabe wrote:
               | Did you not read what I said, they will use LLMs to spam
               | proof onto the human reviewer. Just endless replies with
               | LLM generated answers until you yield and approve the PR.
        
               | hypfer wrote:
               | Don't yield then.
               | 
               | Don't endlessly reply.
        
           | ikiris wrote:
           | Because we're all on call for the service, and tragedy of the
           | commons exists. That coworker isn't paying the cost, everyone
           | else is paying a fraction of it, and it builds over time.
        
         | AussieWog93 wrote:
         | Have you spoken to him about this? If he's clueless enough to
         | send AI responses to human messages, he's probably clueless
         | enough to not realise why people don't do that.
        
           | RobotToaster wrote:
           | Better yet, get Claude to speak to him about it.
        
         | jillesvangurp wrote:
         | In big software teams, the bottleneck is team communication.
         | I've run big and small teams. If I want to speed things up, I
         | remove people from the team. Everything gets easier. This has
         | worked amazingly well every time I've done this over the past
         | decades. Removing people doesn't have to mean firing them
         | necessarily. Splitting teams is a good reflex. But of course
         | the people you remove from a team are typically not the best
         | performers. I was discussing this with a friend of mine who
         | runs a small company. Exact same thing. He reduced the team
         | size by 1 and the velocity went up almost instantly. This
         | person was a bottleneck in the team and was slowing down people
         | around him. After identifying the problem, solving it unblocked
         | the rest of the team.
         | 
         | This was true long before AI. With AI the difference is just a
         | lot bigger. It exposes team inefficiencies quite mercilessly.
         | We have a big glaring issue with the current AI tools not being
         | to suitable for usage by multiple users. All interactions are
         | one on one. Which means hand offs between tools and people are
         | bottle necked on people communicating with each other. So, any
         | issues there with people delaying, gate keeping, etc. become
         | very visible.
         | 
         | The sentiment of pushing back on AI is understandable but
         | probably not a productive reflex. We need to find more
         | effective ways on staying on top of massive amounts of changes.
         | It's not going to slow down and insisting on manually reviewing
         | all code is not going to be a long term sustainable way of
         | developing software. It simply does not scale. I'd question the
         | added value of manual PR reviews at this point. Are they
         | finding real issues? Are we valuing those issues correctly?
         | Could we come up with automated ways to find and fix those same
         | issues? There are a lot of open questions about how we are
         | going to do this. But no question about the notion that we need
         | to up our game on this front.
        
           | shinryuu wrote:
           | Honestly, we should make a world that is enjoyable and
           | productive for humans. Not relentlessly optimizing for
           | agents.
        
           | bxk76 wrote:
           | Efficiency is not magic. Its bounded. Above and below limits
           | the environment can sustain it, systems will destabalize. If
           | All the Great White Sharks magically get more efficient at
           | hunting over night ecosystem will collapse. Individuals and
           | teams have never scaled at this speed to the levels they
           | have. And there is no signal at system wide level that a
           | sustainable limit has been crossed. So People will happily
           | believe things are getting more efficient at individual/team
           | scale while at system scale things get more fragile. This is
           | why we ended up with central banks deciding interest rates
           | and controlling money supply. Before that any one could print
           | cash. They all thought they were great efficient geniuses.
           | The chimp troupe us not prepared for stuff that effects the
           | entire system.
        
           | ElFitz wrote:
           | I've been making Codex and Claude get their work reviewed by
           | most recent best performing model of their own family, and
           | each other's, for months.
           | 
           | On top of that, we have been running multi-model AI reviews
           | on every PR through their respective GitHub integrations
           | (Codex, Gemini, Copilot, Greptile, CodeRabbit).
           | 
           | They never fully overlap, and yet they somehow usually all
           | miss the same things. The most significant improvement came
           | from having agents commit their plan along with their work.
           | 
           | On the upside, it means I get to focus my reviews on
           | different things.
        
           | someothherguyy wrote:
           | > I'd question the added value of manual PR reviews at this
           | point.
           | 
           | Yeah, why not reduce the team size to zero while you are at
           | it?
           | 
           | These generalizations about software engineering have never
           | been useful, IMO. Context is everything, there is no flow
           | chart for building a perfect software process.
           | 
           | Although, I'd say you are absolutely delusional if you think
           | we are universally beyond the point where manual review of
           | pull requests is required.
        
             | z3t4 wrote:
             | Make the team size one person. Thats the fastest you can
             | work. Zero means no work, and not doing anything is the
             | quickest solution.
        
           | sdevonoes wrote:
           | We can also slow down (or keep old pace) and still ship
           | quality.
           | 
           | A bit sick and tired of arguments like yours
        
           | ayewo wrote:
           | > _If I want to speed things up, I remove people from the
           | team. Everything gets easier._
           | 
           | How did you land on this approach? From someone you learned
           | from or from a seminal book like Mythical Man Month [1]?
           | 
           | > _This was true long before AI. With AI the difference is
           | just a lot bigger. It exposes team inefficiencies quite
           | mercilessly. We have a big glaring issue with the current AI
           | tools not being to suitable for usage by multiple users. All
           | interactions are one on one. Which means hand offs between
           | tools and people are bottle necked on people communicating
           | with each other. So, any issues there with people delaying,
           | gate keeping, etc. become very visible._
           | 
           | Shopify has also struggled with this and their solution is
           | two-fold: move everything inside a monorepo they call World
           | [2]. The do a number of things to make things legible for AI
           | agents like e.g. having a comprehensive CI/CD system in
           | place, documenting tribal knowledge in AGENTS.md which in
           | aggregate turn out to also be good for humans new to the
           | monorepo.
           | 
           | Then, they built an internal AI agent on top of this monorepo
           | process that is useable from Slack. They call the AI agent
           | River [3] and in this system all chatbot exchanges are public
           | by default.
           | 
           | 1: Fred Books was one of the first to point out that adding
           | another team member to speed up a late project will produce
           | the inverse effect of making that project later (because of
           | coordination tax).
           | 
           | 2: https://shopify.engineering/under-the-river
           | 
           | 3: https://x.com/tobi/status/2053121182044451016
        
         | beebmam wrote:
         | Human PR review is a process smell
        
           | reverius42 wrote:
           | This would sound crazy in 2025 or prior, but I'm on board.
           | 
           | It's silly to have humans reviewing code that a human didn't
           | even write.
        
         | goobatrooba wrote:
         | An interesting question to him and management might be what his
         | own role is now and whether he's still needed. If he's not
         | doing any reviews then you could yourself directly prompt the
         | code and review.
        
           | cameldrv wrote:
           | The question I've seen here is responsibility. If you submit
           | a PR that means that it was your best effort, and you're
           | willing to stand behind it to some degree. With AI, some
           | people, when the scathing review comes back, just say "haha
           | look at that stupid AI." The reviewer might just as well run
           | his own AI to do the review, but it may make huge errors as
           | well. In that scenario, who is held accountable when there is
           | a big bug or it degrades the quality of the code base?
           | 
           | Ultimately what it means to be a professional is that you are
           | responsible for your work. That's why you get a salary
           | instead of being paid by the token.
        
         | suzzer99 wrote:
         | I can't imagine working for a place that has a big bucket of
         | PRs that either get reviewed or languish for some amount of
         | time based on who feels like reviewing them. I'm not saying
         | there's anything wrong with it, just that everywhere I've ever
         | worked, there are expected features with priorities and
         | timelines and some project manager or product person breathing
         | down your neck to get them out the door.
        
         | crjohns648 wrote:
         | Even before AI, I've worked with people who would produce a
         | huge wall of code and ask for review, and sometimes that code
         | was completely off base or needed a significant rework.
         | 
         | I would always feel bad in those cases, because it's clear they
         | spent a lot of time, and I'm going to have to say "no" and they
         | will feel like they wasted a ton of effort.
         | 
         | The thought process around this has started shifting for me in
         | the last few weeks. I'm a lot more comfortable saying "no" with
         | a list of concerns when I suspect the code is AI-generated, and
         | I see others doing the same. CLs that would be sitting around
         | for days because no one wants to be the first to say, "this is
         | bad, don't do this" now get quicker feedback.
         | 
         | The good thing is this feedback doesn't feel like as big a deal
         | as it used to because people are less personally attached to
         | code they generated in 30 minutes vs. code they hand crafted
         | over a week. I had at least 2 LLM-generated PRs that were
         | complete, correct, tested, and pre-reviewed by me, but I got
         | feedback that they were going in the wrong direction. This
         | would have been 8 hours of wasted effort a year ago, but now
         | it's just an extra 30 minutes to rework the direction with LLM
         | assistance.
        
           | keybored wrote:
           | It's good that clankers are not afraid of throwing away code.
           | The biggest problem with code generation (that is version
           | controlled) is maintenance. It's better to throw away
           | questionable code rather than say eh, we don't quite
           | understand this part (and our agents can't make a compelling
           | story about it) but we spent a lot of effort on it and it
           | apparently works so we better keep it.
        
             | pjc50 wrote:
             | .. only if you know what the code is doing, though. Often
             | the requirements get scattered and lost to the winds and
             | the code is the only record of its own idiosyncratic
             | behavior. And yes, someone's depending on the bugs in it.
        
           | plomme wrote:
           | > I would always feel bad in those cases, because it's clear
           | they spent a lot of time, and I'm going to have to say "no"
           | and they will feel like they wasted a ton of effort.
           | 
           | I get this feeling, too. I do however think the onus is on
           | the developer to make something reviewable by their team
           | members if they want a speedy review. Stacked PRs, scoping
           | things down, properly structuring commits so you can review
           | commit-by-commit for example.
           | 
           | I also think that "I spent a bunch of time on this" is not a
           | valid reason for expecting an approval. It _should_ hurt if
           | you 've produced a bunch of code that is way off target, even
           | if it ends up implementing the feature. That's how I learned
           | at least.
           | 
           | A proper way to go about large projects, in my opinion, is
           | the same as with software development at large. Fail fast if
           | possible. Draw up a crude boxes and arrows sketch or just
           | discuss how you want the code to integrate with whatever
           | already exists and invite the team to comment. If no one has
           | anything to say, well then they can't complain later when you
           | implement that approach. But if anyone cares then most likely
           | valueable input will come that makes the end result better.
        
           | 21asdffdsa12 wrote:
           | If they put effort into the code- they will put effort into
           | guiding the reviewer through it.
           | 
           | Like : Here is the ticket, this was the goal. I set out by
           | beginning here- but encountered problems x y z I then
           | refactored to accomplish. Finally..
           | 
           | You just dont drop a blob from orbit.
           | 
           | Ironically, ai could generate that quite well from existing
           | documentation (ticket, tasks and prompts) +
           | https://marketplace.visualstudio.com/items?itemName=vsls-
           | con....
        
             | ozim wrote:
             | Half is a joke half not:
             | 
             | Not sure how you are working but we have this novelty idea
             | where people have daily meetings like 15 mins each day to
             | update each other which tasks they are busy with.
             | 
             | We also have refinement meetings where people are involved
             | in clarification for each task so they are not surprised by
             | requirements.
             | 
             | So we do planning meetings every two weeks. Each ticket is
             | tied to the code in commit.
             | 
             | So by code review time anyone doing CR has all of the
             | information in few clicks and some of it already in their
             | head.
        
           | wccrawford wrote:
           | When I felt like that, I'd often ask questions about it, like
           | "How does it deal with [situation]?" When it's obvious that
           | it doesn't deal with the situation, they either answer "it
           | doesn't" and then I point them to the ticket they didn't read
           | well enough that points that out, or we have a conversation
           | about thinking beyond the ticket, or they actually realize
           | themselves that they didn't do it right and go back to it. I
           | don't actually have to say "you did a bad job" and they don't
           | have to hear it from anyone but themselves.
           | 
           | If they continue to do that, then someone has to tell them
           | they're doing a bad job.
           | 
           | And a some of them never did improve, and got fired for it.
           | 
           | I think slowly opening their eyes to the actual scope of the
           | ticket is a lot easier on them than saying "no".
        
         | runnig wrote:
         | Fight fire with fire: point copilot/claude/codex to review
         | their PRs. Prompt "Review the PR#XYZ which is vibe coded and
         | presumably low-quality. Find all problems, big and small. Team
         | guidelines at docs/conventions/styleguide.md,
         | docs/conventions/architecture.md,
         | docs/conventions/principles.md. Post inline comments to
         | github".
         | 
         | Run several rounds of such reviews until the clanker fails to
         | find problems.
        
           | spwa4 wrote:
           | And what do you do if that works?
           | 
           | Because the problems AI causes are fundamentally problems of
           | good design. It has the same problems of large teams, but
           | less politics. Do your design well ahead of time, and AI
           | review, or a large team, will amplify what you can do.
           | Potentially by a lot.
           | 
           | Do it badly (or like most companies: do it with bad knowledge
           | of the problem or just don't do it at all) and both team and
           | AI will make a mess of things. If the team is made up of
           | inexperienced programmers, they won't even complain, in fact
           | I've seen teams that like this to be happening. At least in
           | AI reviews I've always seen "grumbling" (in the sense of what
           | you might call mean comments)
        
         | andai wrote:
         | I often hear people say lately, "why should I bother to read
         | this, if you didn't even think it was worth writing?"
         | 
         | I've been thinking about this in art. Is it the end result that
         | matters, or the process of creating it?
         | 
         | I once saw a hideous sculpture. Didn't like it at all. Then the
         | video zoomed and I saw that the whole thing (quite massive) had
         | been hand-built out of individual toothpicks, and suddenly I
         | thought it was amazing.
         | 
         | Perhaps an even better example: I read a story of a man in
         | india who carved a passage through a mountain, so there would
         | be a shorter route from his remote village to the city. He did
         | it by hand and it took him 20 years. We seem to have an
         | instinctive admiration for heroic effort.
         | 
         | In business, generally only the end result matters. Although,
         | the end result also includes the client's perception of how the
         | product was made... (see also: fake fairtrade etc.) In a
         | meaningful way, the perception, the story, _is_ reality.
        
           | selcuka wrote:
           | > Is it the end result that matters, or the process of
           | creating it?
           | 
           | I think this comment misses the point. Let's forget about AI
           | and assume that there are three developers: A, B, and C. Now,
           | A is supposed to make a PR, but instead they describe it to
           | B, and B writes the code. C reviews the PR and gives
           | feedback. A passes the feedback and the responses between B
           | and C.
           | 
           | As you see, this is not easy for either B or C, and A is
           | totally useless in this scenario. When you replace B with an
           | LLM that doesn't get tired or bored, only C complains about
           | the process.
        
           | nicbou wrote:
           | I don't think it's a matter of process vs end result. I just
           | want to feel that a human with taste judged that it was worth
           | my attention.
           | 
           | If a human put some effort into it, that's a signal.
        
             | jcgl wrote:
             | This is mostly what it is for me too. We're all awash in an
             | information deluge, and we need heuristics to keep from
             | drowning. Human effort, proof-of-work if you will, is a
             | heuristic that helps with the AI-generated part of the
             | deluge.
        
           | kibwen wrote:
           | _> Is it the end result that matters, or the process of
           | creating it?_
           | 
           | One of the main reasons that art is valuable is in its
           | ability to communicate emotions. Good art has the ability to
           | serialize emotions within the artist and deserialize them
           | within the mind of the viewer. It's not just "wow, this is a
           | pretty picture", it's "wow, this is how another person sees
           | the world, and now that I understand that, I feel an intimate
           | connection with them".
        
           | sdevonoes wrote:
           | Your boss cares only about the end result. Good engineers
           | care about the process too
        
           | cestith wrote:
           | Part of art is the process of creating it. It's not just the
           | physical artifact, nor even just the completion of the final
           | product. The inspiration, subject matter, the consideration
           | of form, the initial concepts, the redesigns, the meaning or
           | emotion the artist tries to impart, the beauty of the thing,
           | the skills employed and further developed during the process,
           | the choice of materials, the use of perspective, and how the
           | work is presented are all part of the art.
        
           | BlandDuck wrote:
           | This is a very good point. I think key issue is that it
           | requires time and effort to evaluate and understand the final
           | product.
           | 
           | Before I starting reading something to understand it, I want
           | to have a sense that it is likely going to be worth my time
           | and effort in the end. The more time and effort the author
           | has put into the piece, the more likely it is that it will be
           | worthwhile to read it.
        
           | SkiFire13 wrote:
           | > I've been thinking about this in art. Is it the end result
           | that matters, or the process of creating it?
           | 
           | What is the "end result" you're talking about here?
           | 
           | Programs are complex beasts, you cannot just quickly look at
           | them and get an idea of what's they are actually doing. You
           | might look at the behavior of the program in some limited
           | circumstances, but that will make you blind to all the other
           | situations where bugs will likely hide! In the end a code
           | review is looking at what the "end result" is, and it
           | requires quite a lot of effort!
           | 
           | So without knowing what the end result is, how can you
           | justify the effort for such code review? And that's where the
           | process comes in, as an indicator of what to expect.
        
         | swiftcoder wrote:
         | As someone who pushed ~4x the median PRs on my team _before_
         | LLMs were a thing, I kind of think the problem here is PRs as a
         | concept. Code review doesn 't scale to prolific humans, it
         | definitely can't scale to agents.
         | 
         | And the exact same things you would need to safely give up on
         | PRs for human developers (auto-formatters, linters,
         | comprehensive end-to-end tests, continuous deployment
         | pipelines, etc), are also things that place meaningful
         | guardrails on LLMs, and help them maintain a reasonable quality
         | bar.
        
           | jvanderbot wrote:
           | Gently, as long as you work with humans, you should consider
           | yourself working _for_ those humans. Everyone needs shared
           | state to work from, and that's just the cost of doing
           | business.
           | 
           | That said, sometimes low-trust environments are the issue,
           | not PRs. In a higher trust environment, PR review is a
           | helpful thing you usually desire, not dread.
        
             | swiftcoder wrote:
             | > In a higher trust environment, PR review is a helpful
             | thing you usually desire, not dread
             | 
             | Respectfully, in a high-trust environment, feedback should
             | be delivered well before the PR stage. If you've let
             | someone write a whole bunch of code without having a shared
             | understanding of how the solution should work, you may have
             | earlier process issues that PRs are papering over
        
               | jvanderbot wrote:
               | Agree. All the subtleties of how a high trust environment
               | work are hard to enumerate
        
               | jonahx wrote:
               | Depends on how PRs function within teams. For some, the
               | PR is a lightweight thing that is the preferred method of
               | communication. It sounds like you are imagining a case
               | where face to face communication, or communication over
               | chat, is preferred for early stages, with the PR being a
               | nearly final artifact. But it doesn't have to work like
               | that.
        
               | swiftcoder wrote:
               | I think that's a valuable point. Especially as LLMs bring
               | the cost of prototyping down (and reduce emotional
               | investment in code written), it may be more viable to use
               | PRs as proposals/sketches of a solution.
               | 
               | With human reviewers, I find that by the time someone has
               | churned out enough of a solution to post a PR, they are
               | already quite invested in specifics of the solution, and
               | it makes it emotionally costly (to both author and
               | reviewer) when someone says "hey, I'm not a fan of this
               | whole approach, lets start over and do it this other way"
        
               | necovek wrote:
               | I have seen many a PR where it is obvious it is an
               | exploratory work: eg. figuring out how to use an external
               | dependency that is imperfectly or incorrectly documented,
               | etc. (You can claim this should be done ahead of time,
               | but experience tells me you need to code it to learn it)
               | 
               | The emotional toll there is real, but this is exactly the
               | moment when you expose the knowledge of that external
               | dependency to the unbiased party that is the reviewer.
               | 
               | I like combining approvals to satisfy the urge for
               | completion and closure, with a request for fast-follow
               | refactor to better match the newly discovered model of
               | interaction. (The worst code review experience I have
               | seen is when a reviewer accepts it as-is and does a fast
               | follow refactor themselves, depriving the author of the
               | opportunity to learn and remain an expert in that area)
        
               | teiferer wrote:
               | Agreed. But those things are not mutually exclusive.
        
               | rplnt wrote:
               | You cannot deliver feedback on something that doesn't
               | exist. If you mean a review in the style of "all of this
               | is wrong and needs to be rewritten differently" then yes,
               | that's something to be discussed beforehand. But I don't
               | imagine this is what people think of when discussing a
               | review.
        
               | IshKebab wrote:
               | Depends on the change. Certainly most PRs don't need
               | feedback before the PR is ready - the task is too
               | obvious, and there's little to feed back on before
               | there's any code.
               | 
               | For bigger changes, of course you need feedback on
               | designs. But that could easily be in the form of draft
               | PRs.
               | 
               | I definitely would push back on anything that required
               | feedback before PRs. That's way too much process. Just
               | going to slow you down for no benefit.
        
               | necovek wrote:
               | A discussion ahead of the implementation can also bias
               | the two parties to that discussion and have them overlook
               | the same implementation issue: many things you only
               | understand once you start implementing.
               | 
               | If you have these parties review each other's code, I
               | agree that rarely brings much value.
               | 
               | I think the best way to understand our experience with
               | reviews is to stop and say: in a few sentences, what do
               | _you_ expect out of a quality code review? (sounds like
               | nothing in your case, but I am curious)
        
               | swiftcoder wrote:
               | > in a few sentences, what do you expect out of a quality
               | code review? (sounds like nothing in your case, but I am
               | curious)
               | 
               | From my perspective, there are three sorts of PRs:
               | 
               | - One is very close to the final form of a particular
               | change, and any feedback you get at that late stage is
               | indicative of holes in your process.
               | 
               | - Another is one where someone throws something up and
               | says "hey, this is an experiment, can I get feedback on
               | the approach". This is great, the parameters are clear,
               | not much to say about these.
               | 
               | - The 3rd sort is someone making a trivial 5-line patch
               | to a makefile/cargo.toml/github workflow/etc. These add
               | basically no value to anyone.
               | 
               | Of those only the 2nd type really brings much value, and
               | those are the ones that folks would keep posting even if
               | you didn't require PRs (since they have an actual
               | question, or a cool thing to show off).
               | 
               | I'll also note that this only really negatively impacts
               | small remote teams, because on a sufficiently large, co-
               | located team, you just ask your buddy one desk over to
               | rubber stamp all the trivial commits...
        
               | necovek wrote:
               | On the first category, what is a process you use which
               | has no "holes" in it?
               | 
               | Does everybody produce completely readable, tested code
               | every time? Perhaps that's just "style" to you when it is
               | "maintainability" to me?
        
               | swiftcoder wrote:
               | > Does everybody produce completely readable, tested code
               | every time?
               | 
               | Do your coworkers not reliably produce readable, tested
               | code?
               | 
               | That's kind of the minimum bar for a software engineer in
               | my book
        
               | necovek wrote:
               | I like to invert that to: do I produce code I am
               | perfectly happy with in regards to readability and
               | maintainability or would I benefit from another pair of
               | eyes?
               | 
               | Every question I get (when my code is reviewed) is a
               | signal that code could be more self-explanatory, unless
               | it is a complex algorithm itself, and that my -- by now
               | deep -- exposure to the problem is keeping me misguided
               | about what is and isn't "obvious" or "clear". A reviewer
               | can take a step back and help ensure both them and I will
               | be able to easily grasp the same code 3 or 24 months
               | later.
               | 
               | Note that one of the best advice I got early in my career
               | about doing a good code review is that you "just" need to
               | ask good questions: the point is not for a reviewer to
               | show how much smarter they are, but for both to develop a
               | shared understanding and ensure code can be interpreted
               | as quickly as possible.
        
           | meta_gunslinger wrote:
           | Comprehensive end-to-end tests and CI can only attest to
           | _correctness_ , most engineers worth their salt won't review
           | code only in regards to that aspect though.
        
             | swiftcoder wrote:
             | In the bad old days before auto-formatters and linters, PRs
             | were heavily used to enforce style guidelines. If we can
             | enforce both style and correctness in our CI pipeline, what
             | is actually left?
        
               | skydhash wrote:
               | Code architecture and technical design. You can have a
               | solution that works fine, but are too complex or will
               | impede future changes. Maybe you have code that has
               | already been solved or your variables' name are too
               | generic. Maybe your modules are messy and your data
               | structures are not modeled well.
        
               | KptMarchewa wrote:
               | vibe check
        
               | rplnt wrote:
               | If the correctness check was vibecoded there's a good
               | chance it was cheated. So maybe that, on top of the, you
               | know, code review (see the sibling comment).
               | 
               | While PRs may have been used to correct style, that
               | shouldn't have been their only or even main purpose.
               | That's on whoever was using it that way, not on the
               | concept of reviews.
        
               | meta_gunslinger wrote:
               | The _functionally correct_ code could be rejected in PR
               | for many reasons other than style:
               | 
               | 1. Solution under-engineered/over-engineered. 2. Code is
               | hard to read or comprehend. 3. Design/Archtecture
               | lacking. 4. Principles decided upon by team not adhered
               | to.
               | 
               | These are just _some_ of the reasons I 've rejected
               | functionally correct code before.
               | 
               | To summarize, in any software engineering course you
               | learn that there are other metrics used to evaluate code
               | other than correctness (maintainability, readability,
               | scalability, portability, efficiency etc.)
        
               | necovek wrote:
               | As said already: readability and maintainability of the
               | code (closely related) are two most important values a
               | code review can get you.
        
           | throwaw12 wrote:
           | > Code review doesn't scale to prolific humans, it definitely
           | can't scale to agents.
           | 
           | Then don't review the code. Ask Agents to review and merge
           | it, also shift the responsibilities to the AI agents as well.
           | 
           | If you think human is a bottleneck, then either optimize for
           | humans, or remove humans. What's the problem?
        
             | swiftcoder wrote:
             | > If you think human is a bottleneck, then either optimize
             | for humans, or remove humans. What's the problem?
             | 
             | Sadly, in my case, it is the auditor. Our SOC2 documents
             | have this lovely "every change has been reviewed by at
             | least one other human", and it's going to be a fun battle
             | to get that reworded
        
               | throwaw12 wrote:
               | > Sadly, in my case, it is the auditor.
               | 
               | Change your auditor and compliance, SOC2 is created for a
               | trust between organizations employing humans, if you
               | think agents can own the things, lead the way, introduce
               | a new compliance, if companies sign up for it, then you
               | will be the first who is removing the human bottleneck.
        
               | wccrawford wrote:
               | I think the "and merge it" is the problem in the above
               | comment.
               | 
               | If a coworker is creating a ton of AI-made PRs, I think
               | the first step should always be to run an AI against them
               | with the "assume this is low quality code and find all
               | problems, big and small" text that was suggested in a
               | comment here, and let that be the first line of defense.
               | 
               | To keep the dev on their toes, each dev should come up
               | with their own prompt for AI PR review and they can
               | switch off who reviews it each time, until there are no
               | problems remaining.
               | 
               |  _Then_ a human can start to review it.
               | 
               | It will quickly show the low quality code being produced
               | and the massive waste of time it is for everyone, not to
               | mention all the money spent on tokens for the whole
               | process.
               | 
               | Or it'll work, and everyone will have their way, and only
               | have to review code that's pretty decent.
        
               | throwaw12 wrote:
               | You have some assumptions here
               | 
               | > first step should always be to run an AI against them
               | 
               | What if they write an agent which takes the feedback and
               | resolves them with a new commit. Which again didn't do
               | anything other than offloading more to humans who are
               | reviewing.
               | 
               | > each dev should come up with their own prompt for AI PR
               | review and they can switch off who reviews it each time,
               | until there are no problems remaining.
               | 
               | This assumes AI reviews are correct most of the time, if
               | so, why do we need even humans. Why not have repository
               | level code reviewer which is run immediately after code
               | has been created?
               | 
               | regardless of where you move it, there is still a
               | bottleneck: humans.
               | 
               | If you don't remove them, you will just pass the ball
               | between agents and at the end of the day human still
               | needs to review it.
        
               | loglog wrote:
               | Bureaucracy gives you leverage against slop. Review
               | seriously, but limit the time that you spend. This will
               | stall the slop. When the culprit complains, tell your
               | boss "I spend X hours per week on reviews. If you need
               | more throughput, the PRs quality needs to improve."
        
             | SkiFire13 wrote:
             | > also shift the responsibilities to the AI agents as well
             | 
             | That's not gonna fly most of the time.
        
           | dust-jacket wrote:
           | > Code review doesn't scale to prolific humans
           | 
           | I've worked with people who consider themselves 'prolific
           | humans'. Someone always has to tidy upp later, and its never
           | them
        
             | swiftcoder wrote:
             | > I've worked with people who consider themselves 'prolific
             | humans'. Someone always has to tidy upp later, and its
             | never them
             | 
             | I run both infrastructure and security - that means a lot
             | of relatively self-contained PRs to infrastructure-as-code
             | and dependency management systems. I'm also the team lead,
             | which makes me responsible for a lot of throwaway
             | prototyping, as well as cleaning up anyone else's mess...
             | 
             | Yes, the prolific-but-damaging engineers are all too common
             | in corporate. But particularly in startup land, you tend to
             | find your high-performers wearing a lot of hats at once.
        
             | my-next-account wrote:
             | There's also those that burn themselves out, and John
             | Carmack!
        
             | jagged-chisel wrote:
             | > ... and its never them
             | 
             | IME, it's because they lack the experience to have the
             | Taste one develops as a senior engineer. "This works, and
             | is somewhat understandable" is as far as they get. Little
             | to no understanding of how this solution could fit better
             | in the codebase.
        
             | whstl wrote:
             | That's such bullshit.
             | 
             | I've managed some incredibly prolific developers and some
             | very slow ones, and the prolific ones are pretty much
             | always the ones more available, more willing to fix things,
             | more willing to take feedback.
             | 
             | And also: they make less mistakes _because their skills are
             | sharp_. This anecdote comes to mind:
             | https://austinkleon.com/2020/12/10/quantity-leads-to-
             | quality...
             | 
             | If you have to constantly rationalize performance
             | differences by demeaning others, this says more about you
             | than the prolific people.
        
               | wccrawford wrote:
               | I've worked with both types. Some prolific devs really do
               | care, and are just really good at their job.
               | 
               | Others are just trying to get code done, and don't care
               | about quality. These are the types that are upset that
               | their code gets rejected because their goal is
               | advancement and money, and not doing a good job.
               | 
               | FWIW, it's okay to care about both. But if you don't care
               | about doing a good job, you're going to drive everyone
               | around you insane.
               | 
               | Prolific _bad_ coders are a bane on the company, and AI
               | is only going to make them worse.
        
               | whstl wrote:
               | Sure but if PRs get rejected, nobody has to "tidy upp
               | (sic) later".
               | 
               | That's not prolific, that's just producing slop, with AI
               | otherwise.
               | 
               | I'm just tired of developers pretending that low output
               | is some sort of silver bullet for quality, and high-
               | output is automatic slop. Neither are true. In 99% of
               | cases, low output doesn't correlate with anything
               | positive. High-output can naturally go either way, but
               | slop doesn't make one "prolific".
        
             | Tade0 wrote:
             | My experience is that it's even worse: they've already
             | produced enough code that the codebase matches _their_
             | taste and theirs alone.
             | 
             | So in essence you have one guy working at 4x and e.g. four
             | other getting just 0.7x - net effect is still positive, but
             | everyone save for that one person is miserable.
             | 
             | Mind you, the 4x dev doesn't necessarily have to be
             | particularly talented - they only need to get their foot in
             | the door before anyone else.
             | 
             | Back during the ZIRP days you could immediately tell that
             | this is the case in a team by staff rotation alone.
             | Nowadays people understandably cling to their jobs, so you
             | might now know until it's too late.
        
           | PaulKeeble wrote:
           | I have always considered Kent Beck understood this the best,
           | the scaling for code reviews as you go to reduced release
           | timeframes is to pair program, that brings the number of
           | people reviewing it down but also increases the understanding
           | for the reviewer. Comprehensive end to end tests are more a
           | replacement for manual quality assurance for regressions.
           | 
           | I am not sure there is a good analogue for reviews in the AI
           | world. The human operating the AI should obviously review
           | everything produced but that is clearly not as good as a
           | second pair of human MK1 eye balls from pair programming.
        
             | skydhash wrote:
             | No need to pair program, you can always send a message to
             | your colleague about the design of the upcoming code,
             | especially if it's going to impact them or if it's an area
             | that they're more familiar with. Waiting till a PR for
             | feedback is wrong IMO.
             | 
             | Code review is not for feedback, it's for ensuring quality
             | (many eyes on the output) and have a shared involvement in
             | the evolution of the code. The time for feedback is
             | earlier, once you have an idea of the solution.
        
               | loglog wrote:
               | Writing and reading design documentation can be slower
               | than pair programming. On the other hand, info about code
               | design also belongs into inline documentation or commit
               | messages (in this order of preference), so the effort
               | might not be wasted.
        
               | skydhash wrote:
               | I don't think so. There can be a lot of shared context
               | within the team which can make prose shorter than writing
               | code. And written words last longer than verbal exchange.
        
           | samiv wrote:
           | Either you were a head above the rest of the team and had the
           | intellect to produce high quality value adding work, or then
           | you were the "move fast break things" type of guy producing a
           | lot of extra liability and work for others.
        
           | meindnoch wrote:
           | Well, it's either:
           | 
           | 1. Your skills are >2 standard deviations above everyone
           | else's.
           | 
           | 2. You're fast at producing a lot of half-baked garbage, and
           | your coworkers are too shy to confront you, so they just try
           | to ignore it.
           | 
           | (one of these scenarios is much more likely)
        
             | swiftcoder wrote:
             | Are PRs honestly helping with either case? Either you
             | severely rate-limit your high-performers, or you drown
             | everyone else in review, and both outcomes are bad for the
             | overall team
        
               | Tade0 wrote:
               | The latter has an easy fix: the perpetrator is not
               | allowed to take new work while there are pending review
               | comments left unaddressed.
        
               | neogodless wrote:
               | By perpetrator you mean the person postponing performing
               | a code review?
               | 
               | Right? Right?!
               | 
               | Otherwise you place all burden on high performers to not
               | only push PRs but babysit the rest of the team.
               | 
               | It's not an easy fix, especially with AI letting people
               | cosplay as high performers.
        
               | rightbyte wrote:
               | > you place all burden on high performers
               | 
               | If their PRs don't get merged they don't perform. It is
               | trivial to overload your coworkers with secondary tasks
               | due to your "high performance".
        
               | swiftcoder wrote:
               | > If their PRs don't get merged they don't perform. It is
               | trivial to overload your coworkers with secondary tasks
               | due to your "high performance".
               | 
               | We're all aware that a huge portion of the busywork that
               | makes a team successful is not actually reflected in
               | their upwards-facing deliverables (increasing test
               | coverage, improving infra, adopting new
               | tools/methodologies, preemptive security patching, etc).
               | Your actual high performers, if you have any, are doing
               | all that stuff in addition to their regularly-scheduled
               | duties.
               | 
               | If management weren't at least tacitly on board with this
               | arrangement, your high performers would go work somewhere
               | else. So my experience is that good managers don't tend
               | to see this your way.
        
               | rightbyte wrote:
               | Yeah I agree. I was trying to makee the point that it is
               | quite easy to make yourself blocked by others and it is a
               | deep skill to get other stuff done while blocked anyway,
               | like say cleanups and tests etc.
        
               | swiftcoder wrote:
               | > it is a deep skill to get other stuff done while
               | blocked anyway, like say cleanups and tests etc.
               | 
               | Which themselves generate more PRs (or larger PRs)...
        
               | Tade0 wrote:
               | To make myself clear:
               | 
               | Reviewers have comments which were not addressed by the
               | PR author - author not allowed to do other work.
               | 
               | No such comments, especially no reviews - author can do
               | other work.
        
             | whstl wrote:
             | It could also potentially be that GP is making atomic PRs,
             | while everyone else is just making 5000-line PRs with
             | multiple responsibilities that just gets merged with
             | "LGTM".
             | 
             | But of course HN has to with the most uncharitable
             | interpretation.
        
             | neogodless wrote:
             | As someone who often submits significantly more PRs
             | (without using AI) than teammates, it's not exactly a skill
             | delta. Yes that helps but it's often only a piece of the
             | puzzle. The other ingredients include motivations and
             | culture. In such cases, something else is the driving
             | force, such as posturing for promotion, stability, etc. My
             | current team is massively low performing. Management pays
             | some lip service to all the problems, but also runs things
             | in a way that discourages high performance. It's not a good
             | fit for me, as I want to tackle challenges head on, improve
             | the environment, be productive, embrace change. I'm also
             | very comfortable with the code base as well as the code
             | review process, but I'm surrounded by "seniors" who do not
             | know how to code review, and who are happy to drag their
             | feet and spin their wheels for months before pushing out
             | small PRs that hurt my brain. How can that little work be
             | shown after months, barely functional at best?
             | 
             | We had better management for a few months, and many on the
             | team were actually quickly closing the skill gap with me,
             | but we had another shuffle and things are stupid once more.
             | 
             | So I'd offer that's option 3. (There's always a third
             | option to any suggested either-or fallacy.)
        
           | teiferer wrote:
           | > Code review doesn't scale to prolific humans
           | 
           | If that's genuinely your attitude then your org has a
           | problem.
           | 
           | Code review is slow and less fun, for the average sw eng. But
           | for high quality work it's indispensable. So treat code
           | reviews as a scarce resource. Optimize for code reviewer time
           | and attention. Have your PRs the right size? Are they well
           | described? Do you give context? Do they fit in the bigger
           | story? Do you mix in unrelated drive-by fixes? How easy is it
           | to deal with you once you have received comments? Do you
           | address them promptly? Do you give your reviewers credit (if
           | not praise) for their help? Do you give back by doing code
           | reviews yourself with high quality feedback? There are lot of
           | things you can do to streamline things and give code reviews
           | the place in a teams workflow that it deserves.
        
             | bartread wrote:
             | > Have your PRs the right size?
             | 
             | I've noticed that large PRs aren't just a problem for human
             | reviewers: they're a problem for AI reviewers too.
             | 
             | If I submit a 100 line PR I'm likely to get some useful
             | comments back from both humans and LLMs. In fact the LLM is
             | likely to come back with so much feedback it gets down to
             | the nitpicky/annoying level.
             | 
             | If I submit 1000+ lines in my PR, the humans either don't
             | have time and/or get scrolling blindness, and the AI
             | reviewer is likely to give me a response that amounts to,
             | "<<slaps roof>> Looks good to me bro: ship it!"
             | 
             | I guess they have a limited token budget for reviews so you
             | can bamboozle them simply by blowing most or all of that
             | budget.
        
               | swiftcoder wrote:
               | The flip side of this tends to be that if 1,000 lines of
               | code need to happen, filling the review queue up with 10x
               | PRs each of 100 lines isn't exactly great either. The
               | author spends a bunch of extra effort producing a raft of
               | atomic PRs, and the reviewers get to context-switch a
               | whole bunch (and may not end up with a clear picture of
               | the feature end-to-end).
               | 
               | I think the ultimate answer to this is a stacked PR
               | workflow (which we had at Meta), where I can cheaply
               | maintain/review a 1,000 line PR as a stack of 10
               | incremental PRs. But unfortunately GitHub et al are still
               | not quite there on this one.
        
             | fg137 wrote:
             | It's clear they consider code review a personal activity
             | than team activity, in the sense that they think "code
             | review is a gate before my code can be merged" rather than
             | "code review is a process where the team discusses,
             | understands and improves the code".
             | 
             | And that's not rare in teams. Lots of teams and developers
             | do code review wrong.
             | 
             | I even hear other people complain that I "block" their code
             | review. I mean, if there are issues in your code, of course
             | I am going to flag them, what do you think the purpose of
             | code review is?
        
               | swiftcoder wrote:
               | > Lots of teams and developers do code review wrong
               | 
               | In this sense, I'm not sure I've ever seen a team that
               | does codereview "right".
               | 
               | In the before times, most PR feedback was stylistic, with
               | the occasional bug identified. Now that we have
               | ubiquitous auto-formatters/linters/CI, most PR review
               | falls into either "you misunderstood the spec", or "I
               | disagree with your architectural choices" - and my
               | personal feeling is that your process ought to catch both
               | of those well before the PR stage
        
               | fg137 wrote:
               | > most PR feedback was stylistic, with the occasional bug
               | identified.
               | 
               | I think that only speaks for your own experience. I have
               | definitely seen more than a few PRs that needed
               | significant work.
        
               | swiftcoder wrote:
               | Yeah, that's fair. I have spent most of my career on
               | high-pressure teams within FAANG, where we aggressively
               | managed-out anyone who wasn't making the grade. And now
               | in the startup world, we apply a very aggressive hiring
               | bar.
               | 
               | I'm not sure how much I'd enjoy working on teams who were
               | routinely producing PRs that were in bad shape.
        
               | hatsix wrote:
               | This is such a weird take. From my 5 years at Amazon, the
               | only people I saw "managed out" were engineers who were
               | good, it even great, at the code part of their job, but
               | trash at working with the team. Our hiring bar was
               | notoriously high, and it wasn't uncommon for engineers
               | who were leads at their startup to get hired at L5.
               | 
               | When I was Bar Raising for promotions, I didn't review
               | their PRs, I reviewed their Reviews. I reviewed the PRs
               | that mentioned those reviews to see what slipped by. I
               | looked at non-crunch time to verify they were reviewing
               | at least as much code as their teammates.
               | 
               | If I saw someone 4x-ing the amount of code, they had
               | better be 4x-ing the reviews too... if all they were
               | leaving was stylistic formatting comments, they'd never
               | make it to L6, unless the only thing they were reviewing
               | was L6 code.
        
               | necovek wrote:
               | How many teams did you see?
               | 
               | On your original claim, I have seen engineers put up 5x
               | more PRs simply because they paid less attention to the
               | quality or put less thought on each one of them.
               | 
               | I have seen people put up 5x more quality PRs too. But as
               | long as they follow the good practice of doing a code
               | review for every PR they put up (or 2 if you require 2
               | per PR), they got their stuff through quickly as well.
               | 
               | > your process ought to catch both of those well before
               | the PR stage
               | 
               | We have multiple points where mistakes of any sort can be
               | caught, and code review is one of them.
               | 
               | Yes, most architectural issues should be caught earlier,
               | but some will only become evident in code: some by the
               | dev themselves, others by reviewers.
               | 
               | This is only a problem if you mostly catch architecture
               | issues at code review phase.
        
               | thi2 wrote:
               | Not my experience and especially for juniors reviews were
               | an excellent tool to learn and get mentored.
        
             | pjmlp wrote:
             | Most orgs have a problem with quality unless it is enforced
             | by government requirements for certifications and such.
             | 
             | Code reviews, documentation, static analysis, only
             | retrieving deps from internal repos, unit tests,
             | integration tests, ....
             | 
             | Especially in domains where shipping software is not the
             | main product, and a plain cost center to the main business
             | of physical goods.
        
             | jt2190 wrote:
             | > But for high quality work [a code review is]
             | indispensable.
             | 
             | The argument here is that _all_ code reviews are done with
             | attention and care, but quality of a code review is
             | _highly_ dependent on the reviewer and the team's review
             | process, and in the real world the quality of reviews
             | pretty much follow the same distribution curve as, say,
             | agile project management: For the time invested in
             | reviewing, a handful of teams get excellent utility from
             | them, most teams get little benefit, and a sad few actually
             | cause harm.
             | 
             | If _most_ code reviews provide only a little benefit at
             | base for most teams, recommending that most teams should
             | also delay shipping quality work is going to sound a lot
             | like bad advice.
        
             | necovek wrote:
             | I agree about how you can reciprocate for a good code
             | review, but I'd just add that for me, code review is also
             | fun -- when done for a fellow human who I might be
             | teaching.
             | 
             | It is definitely very grunt-like for an LLM.
        
           | coldtea wrote:
           | > _As someone who pushed ~4x the median PRs on my team before
           | LLMs were a thing, I kind of think the problem here is PRs as
           | a concept. Code review doesn 't scale to prolific humans_
           | 
           | Prolific humans should scale to the review/test/QA/staging
           | backpressure - not just push to have whatever they produce
           | accepted.
           | 
           | Prolific is not a badge of honor, and "lines of code" is not
           | a quality metric.
        
             | ozim wrote:
             | Questions arise like, maybe instead of doing 4x PRs he
             | could to 2x more code reviews and 2x more PRs still or even
             | doing 3x more reviews. Why parent poster didn't write
             | anything about his involvement in reviewing the code -
             | could he be just asshole team member ?
        
           | epage wrote:
           | As a prolific PR author, I've found how I communicate has a
           | major factor on how well and quickly people respond to PRs.
           | I've recorded my lessons at https://epage.github.io/dev/pr-
           | style/.
        
           | anthuswilliams wrote:
           | I have been championing this mindset since well before LLMs.
           | It is an admittedly controversial opinion, but one I hold
           | strongly.
           | 
           | Code reviews are a productivity tax. No truly effective team
           | would rely on them. The fact that so many software teams view
           | them as indispensable just shows how few effective software
           | teams there are in our industry.
           | 
           | They are akin to a quality check step in manufacturing. Part
           | of what Deming did in revolutionizing manufacturing was
           | eliminating the step in favor of a holistic quality metric
           | owned by all participants and enforced with rigorous
           | statistical process controls. As you say, we in the software
           | industry have all the pieces (autoformatters, tests,
           | benchmarks, etc) to operate this way, but it seems our
           | organizational and management dynamics combat this shift at
           | every turn.
           | 
           | Relevant: When this conversation comes up at work, I like to
           | share Avery Pennarun's post about the review tax:
           | https://apenwarr.ca/log/20260316
        
             | bobsomers wrote:
             | > owned by all participants
             | 
             | How does this work in practice? In my experience, any
             | metrics owned by a group inevitably languish and are
             | largely ignored.
             | 
             | Anything you want to improve needs a DRI.
        
               | anthuswilliams wrote:
               | You still have a DRI. In factories this would be a
               | foreman; in software teams this could be a team lead or
               | product owner or whatever. Their job is to apply the
               | statistical process controls and the gemba walk, to help
               | the team see the problems and develop the causal mental
               | model for why the problems happen. They hold the team
               | responsible, together, for combatting the issues so
               | uncovered. They know who is not pulling their weight.
               | 
               | Of course, to do that, a business, and in turn the DRI,
               | would have to empower the team to act in its business's
               | best interest and stop micromanaging them.
        
           | WalterBright wrote:
           | I had one contributor who would submit hundreds of lines of
           | disconnected changes. One of his PRs was isolated as being
           | the source of the bug.
           | 
           | After some hours of work, I discovered that his actual
           | semantic change was one line of code, and was the source of
           | the bug. The rest was just reshuffling code around with no
           | apparent purpose.
           | 
           | At a recent meeting, the agenda was generated by LLM. About
           | 20% of the action items were hallucinations.
        
           | iovrthoughtthis wrote:
           | Code review should be a separate function
        
         | AJRF wrote:
         | I wonder if there is a tool that could equally waste their
         | time. Like the worlds most pedantic code review bot that just
         | gets the PR raising bot to spin wheels forever.
         | 
         | That might teach those people a lesson.
        
         | Roark66 wrote:
         | I improved a similar issue by writing custom instructions for
         | copilot that give it enough context to do PR reviews that are
         | only 30% BS.
         | 
         | I asked other team members to run my custom instructions to
         | perform a review with copilot before they submit...
         | 
         | Of course no one is doing it. It looks like the PRs I get are
         | still straight from copilot. So I tend to run my review prompt.
         | Cut out the 30% BS issues it "finds" and the rest is good.
        
         | xpct wrote:
         | I think we're too nice sometimes. If a coworker has been
         | sending stuff to review that's taking me more time than for
         | them to create, surely that's an opportunity to discuss this?
        
         | jjice wrote:
         | > About six months later, it is his frequent bemoaning at the
         | standup that their PR don't get reviewed, languishing in
         | inattention
         | 
         | What irks me the most with this new trend is when people don't
         | review the code themselves thoroughly enough and you're
         | pointing out obvious flaws that you know that they should be
         | aware of. LLMs can be such a great tool, but it's unfair to
         | make people review your code before you've even seemingly
         | looked at it yourself.
        
       | jmyeet wrote:
       | Obligatory Silicon Valley reference [1].
       | 
       | So this post is talking about at work but I think the principle
       | goes well beyond that. Think of all the AI chatbots you have to
       | deal with to get through to customer service at a company. Or get
       | through ATS systems in hiring. If it isn't already the case, this
       | will probably replace or supplement TAs marking assignments.
       | 
       | The problem is that AI makes these interactions too cheap for the
       | party that already has disproportionate power. The cost for them
       | to add another layer, another hurdle, another set of questions,
       | etc is essentially zero. Yet everyone who wants to get through
       | that system has to pay in a human cost.
       | 
       | I just thought of another good example. In the pandemic auditions
       | in Hollywood went virtual for obvious reasons. But this never
       | went away. Now, you might say it's convenient to not have to
       | spend hours driving to Burbank for a 5 minute audition but
       | anecdotally the taped audition seems to be much more work. It
       | requires a lot of prep and more tech for good sound and audio.
       | There are people who help people tape auditions, which has really
       | just added another layer. Plus, instead of only locals, anyone
       | anywhere can submit an audition so where you might've had 30
       | people previously, now you have 150.
       | 
       | And what happens to those profesionally-produced auditions? They
       | get submitted and the casting director might pick 5 randomly to
       | even look at. If there isn't already, there will also be an AI
       | system that filters those auditions.
       | 
       | At least previously you got 5 minutes of actual time from a
       | casting director, the actual director, etc. So it's actually way
       | more inefficient for you now. Plus, if you're lucky enough to be
       | looked at and they like you, you probably have to go for an in-
       | person audition anyway so what's happened here? You've just added
       | another layer and way more work.
       | 
       | Companies think they're "winning" here by saving labor but I
       | think that's short-sighted. What'll end up happening is AI agents
       | will rise to help people on the other side of that. You can think
       | of using AI to cheat on school assignments as an example of that.
       | 
       | So what will we end up with? AI agents inundating AI systems,
       | which just adds a whole bunch of inefficiency.
       | 
       | [1]: https://www.youtube.com/watch?v=Y1gFSENorEY
        
       | rDr4g0n wrote:
       | around my workplace we say if you're copy/pasting llm output,
       | you're indicating an llm can do your job.
        
       | thaumasiotes wrote:
       | This headline has been seeing some popularity. But it's never
       | made any sense. This is just the labor theory of value, applied
       | to documents.
       | 
       | The labor theory of value doesn't work for documents any more
       | than it works for anything else. If I do something that's easy
       | for me, and it's valuable to you, you'll still want it. If I do
       | something that's difficult for me, it will be less valuable to
       | you, because the difficulty I have with it implies that what I
       | produce will be of lower quality.
       | 
       | This is all equally true of automatically-generated documents. If
       | they're valuable, people will want to read them. Whether it was
       | unpleasant for someone to create them isn't a factor.
       | 
       | So where is this slogan coming from? Are people just afraid to
       | admit that the documents they're getting are valueless?
        
         | rodonn wrote:
         | The problem is that I don't know before I read a doc whether or
         | not it will be useful and valuable.
         | 
         | If someone wants me to spend my time and attention on something
         | they have shared, I would like them to demonstrate that they
         | put a proportionate amount of time and effort into its
         | production.
        
           | thaumasiotes wrote:
           | > If someone wants me to spend my time and attention on
           | something they have shared, I would like them to demonstrate
           | that they put a proportionate amount of time and effort into
           | its production.
           | 
           | First: why? How does that help you?
           | 
           | Second: Is that actually true? Do you ever watch videos that
           | a friend recommends to you? Even if the amount of time and
           | effort your friend put into _producing_ that video is zero?
           | Do you ever read anything that a friend recommends? Even if
           | they didn 't write it?
           | 
           | How much time and effort, in your estimation, did jjfoooo4
           | put into producing this article on tombedor.dev?
        
         | Aldipower wrote:
         | I am offering a product (via MCP) that interacts with LLMs and
         | user data. Every single day I get user support emails to my
         | inbox written by their LLMs with LLM hallucinations. If the
         | user (a human) would have read them before, that would save me
         | a lot of time and anger!
         | 
         | Your post sounds logical at the first glance, but has nothing
         | to do with the reality. The topic title is totally on point! If
         | the user would put human effort in it, I wouldn't get those
         | crappy emails.
        
         | DanielHB wrote:
         | I think the point is that automatically-generated documents by
         | LLM is lower quality the manually-generated ones or at least
         | guaranteed lower quality than automatically-generated +
         | manually-reviewed.
         | 
         | Therefor if you are not putting human effort on the document it
         | is low-value.
         | 
         | We have seen this before when big data started to be a thing,
         | tons and tons of reports being auto-produced weekly (or even
         | daily), but even if they contain relevant information they are
         | low-value because no one can take action on so much
         | information.
        
           | thaumasiotes wrote:
           | > Therefor if you are not putting human effort on the
           | document it is low-value.
           | 
           | That's true. The document is low-value.
           | 
           | Asking people to put in personal effort isn't going to change
           | that. If they comply, the document they produce will still be
           | worthless, and you still won't want it.
           | 
           | You're diagnosing a problem unrelated to the problem you
           | actually face.
        
         | Finnucane wrote:
         | If you get a document from someone and they say "I have no idea
         | if this has any value and I couldn't be arsed to check," it's
         | not unreasonable to presume that it probably has no value.
        
       | pixlmint wrote:
       | Yup, I always phrased this as "if you can't be arsed to write it,
       | I won't read it"
        
       | zetanor wrote:
       | What I find strange is how rarely LLM output is distributed
       | alongside the LLM input, especially outside of code repos. Why
       | can't I rerun the prompt that resulted in your work next year,
       | when models have gotten better? Are people ashamed of their
       | prompts? Ashamed of having used AI? i unno
       | 
       | Prompt used to generate this message: "Create a comment for
       | Hacker News which bemoans the lack of AI prompts being shared
       | with the stuff it creates. Speculate on the reasons and create a
       | call for engagement. Use quantum hyperthinking. End with a typo
       | to prove your humanity."
        
         | beej71 wrote:
         | FMFL. I'm going to build a paper-based social network where
         | non-handwriting is prohibited. Like in the 70s.
        
           | satvikpendem wrote:
           | There are handwriting physical bots too, or even AI image
           | generators for "handwritten" text.
        
           | nosioptar wrote:
           | You should. Then I could start my SHWAAS business offering
           | unbreakable encryption for it.
           | 
           | (Shitty Handwriting As A Service).
        
         | carlosjobim wrote:
         | For your next prompt, tell it to end with a hateful and
         | offensive tangent to prove its humanity, since LLMs have those
         | "safe guards".
        
           | inigyou wrote:
           | I don't know if writing the URL will get me banned but
           | someone had this idea for licenses at plus<N word>.com
        
         | esperent wrote:
         | > Why can't I rerun the prompt that resulted in your work next
         | year, when models have gotten better?
         | 
         | Because you could also just point the better model at the
         | generated code and tell it to improve it, so why save the
         | prompt too?
        
           | Zambyte wrote:
           | Because improving a high schoolers project is probably not as
           | good of an idea as giving the original task to a senior
           | engineer.
        
             | bluGill wrote:
             | If the high school project has been improved by many
             | engineers over a few years it likely is complex enough that
             | a senior engineer cannot rewrite it for a reasonable cost.
             | It isn't clear if next years models will be enough better
             | that they can rewrite it for a reasonable cost. If they are
             | they can probably extract the requirements and special
             | cases from the code.
        
               | Zambyte wrote:
               | Following my analogy, the high school project would have
               | been continuously extended by high schoolers passing the
               | project on from class to class each year, rather than
               | "improved by many engineers". The "engineers" (future
               | models) don't get the project until currently models have
               | had their way for a while. I think that makes the
               | "rewrite from scratch" plan a whole lot more compelling.
        
               | esperent wrote:
               | It's a bad analogy. Say what you will about the strengths
               | and weaknesses of current LLMs but there's no "high-
               | schoolers" (outside of rare prodigies) who can write code
               | at the level of a frontier LLM.
        
               | Zambyte wrote:
               | High schoolers are to senior software engineers as
               | current models are to future models. Is that really so
               | hard to follow?
        
         | Enzime wrote:
         | I think this is a gap in the tooling (Git, VCS, and forges) and
         | the Zed people are working on this
         | 
         | https://zed.dev/blog/introducing-deltadb
        
         | threetonesun wrote:
         | Most of my AI usage amounts to "read this ticket and do the
         | work", the ticket documents the requirements, a better model
         | could, I suppose, do a better job?
        
       | miqkt wrote:
       | Love the principle, preach!
       | 
       | I think I've been following this subconsciously as LLM artifacts
       | reached some threshold of pervasiveness across the work I do. If
       | I can sense (maybe eventually I won't be able to because of how
       | capable the technology becomes?) that what I'm reading is wholly
       | regurgitated out by an LLM, I automatically care less and feel
       | inclined to respond in kind by generating an artificial response
       | in return.
        
       | morpheos137 wrote:
       | My opinion is there is a category error in the discourse on AI.
       | It treats ai assisted output as other than human. AI is a human
       | tool. AI output is human output.
        
       | schyzomaniac wrote:
       | Related - this was posted in march:
       | https://stopsloppypasta.ai/en/
        
       | seriocomic wrote:
       | can't believe meatfingers.com has been registered (dormant)...
        
       | analog8374 wrote:
       | Maybe this is why generative art never really took off.
       | 
       | That said, roguelikes are awesome. So there is definitely a place
       | for simulated effort.
        
         | egypturnash wrote:
         | If "putting a random seed into a set of swappable character
         | parts" counts as "generative art" then it sure made a ton of
         | money when people cared about hying NFTs.
        
         | satvikpendem wrote:
         | It did in many corners, there are some interesting designs on
         | r/stablediffusion, and regular people too are using them to
         | make posters and invitation cards for example.
        
         | card_zero wrote:
         | Real effort, surely? Simulated reward.
        
       | dabinat wrote:
       | It surprises me how many people have voluntarily relegated their
       | entire job to LLM Prompter. If your work is indistinguishable
       | from that of a machine, what's to stop your boss cutting out the
       | middleman and using the machine directly? I would have thought
       | that people would be trying their hardest to prove their worth in
       | this new world we're in.
        
         | moomoo11 wrote:
         | having worked in tech and now running my own company..
         | 
         | the honest truth is that maybe 10-20% of SWE (at best) are
         | "good". sure it is harsh but i won't lie. if you're good you'll
         | probably relate.
         | 
         | the rest kind of suck.
         | 
         | i've never gotten anything lower than Exceeds Expectations in
         | my career so I've seen how awful some engineers were. i've seen
         | how amazing a tiny minority were and i made them my mentors.
         | 
         | these days i have a simple policy.
         | 
         | if they cannot think, they are fired. why waste resources (time
         | and money) on someone who can't use their brain? i'd rather
         | give AI credits to someone who uses their brain.
         | 
         | thinking is the humans job. the ai needs to execute on what the
         | human thought of, improved, planned.
        
           | satvikpendem wrote:
           | It's the Pareto principle of course, as well as the normal
           | distribution. Many firms have been able to succeed in the
           | market just by hiring only good engineers over average ones.
        
             | moomoo11 wrote:
             | yeah but these days it is even more important to filter out
             | bads
             | 
             | and even at "good" companies you have people who can game
             | the system to get in, and then they struggle to get
             | anything done on time or be responsible for taking on and
             | completing any initiatives bigger than a single task on a
             | bigger scope.
        
               | satvikpendem wrote:
               | Indeed. You really need to find people who don't want to
               | play politics and instead get stuff done. I'm still not
               | sure how to hire for these sorts of people in the age of
               | AI, where people even cheat in interviews. Maybe
               | probation programs? Have multiple people work for a month
               | or two and cut those who don't succeed.
        
               | moomoo11 wrote:
               | this is what I've been doing, and obviously I have a
               | startup so I need to double-ensure that I don't onboard
               | any bads. you can start people off as contractors too.
               | 
               | I still think a single in person LC style (doesn't have
               | to be LC per se, could be domain specific) logical
               | thinking/reasoning exercise is useful. I want to ensure
               | the person can actually put 2 and 2 together and think.
               | This is just a fast filter.
               | 
               | If they seem like they can think, then I like to do 2-3
               | systems design interviews. I'll try to give them
               | something related to things I like, such as graph
               | structures, writing a complex query that needs to be
               | dynamically generated, or something related to
               | infrastructure or how they'd do something that I've
               | already done. After all, this is MY project they're
               | joining.
               | 
               | So far that has worked well.
               | 
               | Few more things -
               | 
               | I like to test if they are a humble type (they can work
               | on a team putting ego on the side - the mission is our
               | number 1 priority). if they say they know something that
               | i know and asked, then they can be sure I'm going to
               | drill them on it. if it turns out they lied, i'm not
               | wasting more time. Thanks for your time, take care. This
               | is very important to me. Just say you don't know, it
               | isn't a big deal because ever since like 1994 that has
               | not been an issue. You can just learn things online, and
               | AI makes that even faster. I am never afraid to say I
               | don't know something, and I've asked plenty of "dumb"
               | questions (while doing some due diligence first) so I
               | don't really mind.
               | 
               | Can they handle information overload? I am the type of
               | person who has multiple branches in my head of actions I
               | can take next, so while I may appear stressed I'm really
               | not. Can they keep up? Our goal as software engineers
               | should be to come up with solutions that solve the
               | problem in a way that makes building on it simpler in the
               | future. My goal is simplicity and effectiveness. So I'll
               | see if they can keep up, and eventually reduce the work
               | to be done into atomic pieces. This is a fun exercise
               | because it is collaborative and we get to bounce ideas
               | fast back and forth.
               | 
               | Finally, I like to let them use their favorite tools,
               | including AI tools (codex, claude, some ppl have esoteric
               | custom stuff which is cool), to solve a problem together.
               | It might be code related, it might not. Really depends on
               | my mood. I like to see how they work and what sort of
               | output they can come up with. This filters out people who
               | only ask AI stuff, instead of having some framework
               | they've already developed to be effective.
               | 
               | Honestly I don't know how to scale this process. I'm not
               | really going to feel bad either about firing fast,
               | ultimately this is a business and I don't want customers
               | to suffer because we have some issues internally.
               | 
               | At the same time, I wonder if I even need to build out an
               | org with 100s of people. That was an inefficiency (look
               | at all the layoffs), and it is traumatic.
               | 
               | If I can find a few great people who can be supercharged
               | and turbocharged and electrified with AI, then they can
               | take on & own bigger responsibilities. My number 1 goal
               | is to ensure they're with me on the mission, and after
               | that all things seem to sort of fit into place.
        
               | justanotherjoe wrote:
               | Might not be solveable. At some point the effort in
               | finding that someone might be larger than the benefit you
               | get from just using the second, third, fourth best. Or
               | using some flawed approximation hiring mechanism. There's
               | just so much noise now. And it hits the good job seekers
               | too.
        
               | discreteevent wrote:
               | Firing fast works both ways. If I joined your company and
               | I thought you fired someone too fast I would leave, not
               | because I might get fired, but because I've seen where
               | that kind of leadership takes things.
        
               | moomoo11 wrote:
               | thats fine you can leave. it's probably for the best for
               | us. that's why the mission is so important and requires a
               | great filter.
               | 
               | mass effect 2 is my favorite game ever. it is all about
               | putting together the team, and ensuring you work with
               | each one of them to get their whole loyalty.
               | 
               | each member is a badass, in their own regard. it's also a
               | video game and it's linear unlike real life. but the
               | mission is super important to me.
               | 
               | and when others have their own passions they want to
               | express and carry out via fulfilling the mission, that's
               | super key imo.
               | 
               | so far it's worked out fine. people get the fast firing
               | thing. they know if someone isn't onboard with carrying
               | out the mission they also don't want to be burdened.
               | 
               | like we are seriously helping people in an underserved
               | industry. it's insane.
               | 
               | i hate working with mids and bads, they are going to
               | bring everyone else down. so i want to work with the best
               | people i can get. they don't need to be MIT grads paper
               | weight types. they just need to be mission oriented and
               | focused.
        
           | bandrami wrote:
           | Everybody talks about finding that mythical 10X but in my
           | recent hiring experience it's more like there's a whole bunch
           | of 0Xs and the trick is finding the actual 1Xs among them.
        
             | Ekaros wrote:
             | Also now is it 1x in individual productivity or >=1x in
             | team productivity. As anyone multiplying teams productivity
             | by less than one is bad. Probably lot worse than actual 0x.
             | 
             | Someone who produces absolutely nothing and have no impact
             | has cost, but is still better than someone who produces net
             | negative. And the people who solely act as interface
             | between LLM and whatever might fall to later category.
        
             | LandR wrote:
             | This!
             | 
             | All my experience in trying to hire developers has been
             | wading through an endless stream of people who were just
             | useless.
             | 
             | Me: I want to represent a 2d grid, what data structure
             | should we use? Them: A string?
             | 
             | This was someone applying for senior engineer. Others I've
             | had filled their CV with SQL related acronyms. But couldn't
             | explain what a foreign key was and then stubbornly insisted
             | that at their current corp they would never ever use
             | foreign keys in their SQL database!
             | 
             | I've had senior engineer when asked how to check if we had
             | a 2d array with an item at x,y tell me if anything is on
             | the same column or row, they couldn't do it, couldn't even
             | verbalise how to approach it.
             | 
             | "Web Developers" who didn't know the difference between GET
             | and POST. Web Developers that have never heard of PUT or
             | what it would be used for.
        
               | bandrami wrote:
               | I have a question I usually ask which is "How would you
               | convert a Julian yyyy-ddd date string to a military yyyy-
               | mm-dd date string?" (I explain how a Julian date works if
               | they aren't familiar with it.)
               | 
               | The answer that almost guarantees I'll hire you is
               | "there's got to be a library function for that, so I look
               | in the manual". Almost as good is somebody whiteboarding
               | how they'd convert ddd to mm-dd (and then account for
               | leap years, etc.)
               | 
               | I get a disturbing number of people who say things like
               | "I would communicate with the person asking for this to
               | see what they're really intending blah blah"
               | 
               | My favorite answer was on a phone interview where he just
               | hung up and wouldn't answer when we called back.
        
               | nkrisc wrote:
               | > I get a disturbing number of people who say things like
               | "I would communicate with the person asking for this to
               | see what they're really intending blah blah"
               | 
               | Sounds like they know this question is a "gotcha"
               | question but just misinterpreted which direction you were
               | going with it.
               | 
               | Some will ask a question like this expecting you to treat
               | it like a puzzle and outline how you'd solve it as-is;
               | others ask it as a way to probe how you'll deal with
               | strange or misguided requests (the case you noted as
               | disturbing); and others yet will ask it to see how you'd
               | practically solve it (your intention).
               | 
               | Seems like a bad interview question without context
               | regarding kind of answer you're looking for.
        
               | bandrami wrote:
               | No, it's a pretty good interview question because it
               | tells me if somebody's instinct is to reinvent the wheel
               | or not. What I didn't expect was how many people couldn't
               | say how a wheel even works.
        
               | firmretention wrote:
               | People are not generally answering interview questions
               | based on instinct, but rather based on what they think
               | the interviewer wants to hear to get the job. I would
               | have interpreted this is as a leetcode style algo
               | question and started by treating it as such, even though
               | IRL my first instinct would be "get a lib that does it".
               | Awful, awful strategy.
        
               | bluGill wrote:
               | It appears that either answer would be accepted, and so
               | I'm fine with it. If it really is there is one correct
               | answer then I'm against this. This feels like a problem
               | where a good enough solution can be done in the time of
               | an interview if you do it by hand (though if anyone knows
               | about dates they will expect there is a lifetime of
               | fixing special cases left if you don't use the library)
               | 
               | I prefer fizz-buzz as a question because it is obvious
               | there isn't a library. It is also a problem you should be
               | able to do in an interview. It has enough weirdness that
               | there is no best answer, despite having several workable
               | paths you could try.
        
               | bandrami wrote:
               | I mean, any answer is "accepted" in the sense that the
               | whole point is to let me see how you think about solving
               | simple problems. What has been distressing is seeing the
               | number of applicants who can't even _try_ , when it's the
               | trying I want to see.
        
               | bluGill wrote:
               | It is shocking how often there is one acceptable correct
               | answer and they don't care about the approach to solving
               | problems only the score in a pass fail way.
        
               | bandrami wrote:
               | Nope, not remotely awful. I've made great hires from it,
               | which is its point.
        
               | vouwfietsman wrote:
               | Its not. Any interview question where you are looking for
               | a specific answer is already suspect, but especially if
               | you don't properly provide context for the question in
               | what you would expect, things become a shit show.
               | 
               | If you would ask someone to write a piece of code, and _a
               | part_ of the problem is this conversion, then you would
               | be right to expect they reach for a library, but even if
               | they don 't _you would be giving them the opportunity to
               | explain themselves, and judge the explanation, not the
               | answer_. Also, if your test is  "does this person reach
               | for a library at the right time", you could do a lot less
               | esoteric and confusing by just asking them to add 10 days
               | to a date. If you just ask this one specific problem, it
               | is likely they assume you are looking for them to
               | demonstrate the skills involved in actually solving the
               | problem, i.e. leetcode.
               | 
               | This is also why some people give you the blabla answer,
               | because it is indeed very unlikely that someone needs to
               | do this legitimately. This is because its a toy problem.
               | Someone's professional reaction to the problem in
               | isolation _should_ indeed be: this is weird, I 've never
               | been asked something _like_ this, what 's up?
               | 
               | Finally, even though the question is terrible, I would
               | still rate the "whatsup?" response higher than the
               | "leapyear" response. I would want a developer to triple
               | check that this problem needs solving, before they would
               | solve it themselves.
               | 
               | Finally finally, if there's one answer to one question
               | that, when answered trivially in a way literally taught
               | in most basic programming courses (use the standard
               | library / a third party library), makes them a
               | "guaranteed hire", I also have significant doubts about
               | the level of talent you are bringing in, as any
               | experienced interviewer will tell you that qualified
               | people will get important questions wrong, and
               | unqualified people will get important questions right.
               | 
               | I understand that this reaction might be quite harsh, and
               | I know better than anyone that its hard and time
               | consuming to do good interviews, but please _consider
               | that you are rejecting people who may be very confused
               | and sad by this way of rejection_.
        
               | nkrisc wrote:
               | But that's why the context of the question is important.
               | It's not clear from your comment, but I'd give a
               | different answer if the question was strictly academic in
               | nature (reinventing the wheel) or focused on practical
               | work realities (use a library).
        
               | inigyou wrote:
               | Even using a library isn't that practical. It may be the
               | zeitgeist in JavaScript but that doesn't mean it's
               | actually a good idea. Nobody remembers left-pad? If
               | you're writing Java or Python then checking if your date
               | class can already do it is a good idea.
        
               | bandrami wrote:
               | I've managed to work in tech for 30 years without ever
               | significantly coming into contact with javascript
               | professionally. I hire Ada and C programmers for a stodgy
               | defense contractor where we have to wear ties and it
               | takes 6 months to get a new library approved; unicorns
               | don't really thrive in this environment (or in Fairfax
               | County in general).
        
               | rightbyte wrote:
               | > My favorite answer was on a phone interview where he
               | just hung up and wouldn't answer when we called back.
               | 
               | Heh ... yeah well I wish I had it to do that.
               | 
               | However, you are asking gotcha questions.
        
               | bandrami wrote:
               | If "I want to see your instincts towards solving a
               | problem" is a "gotcha" then we should just draw lots to
               | hire people.
        
             | Sohcahtoa82 wrote:
             | Someone else said it on HN a couple years ago...Something
             | about how there's no such thing as a 10x engineer, but
             | there are a LOT of 0.1x engineers and a few 2x.
             | 
             | The absolute worst is someone that tries to brand
             | themselves as a 10x engineer by constantly using
             | programming terms like "dynamic programming",
             | "polymorphism", "recursion" and the like, but they're
             | really a 0.1x engineer because they don't _truly_
             | understand what any of those are and when they should
             | actually be using them, and so try to shoehorn them in when
             | they don 't need them while also not understanding them,
             | and end up writing low-quality crap.
             | 
             | Took too long for management to get rid of that guy.
        
         | emodendroket wrote:
         | Well, if everyone is telling you they want you to adapt AI,
         | then it's rational to see just how much of your job you can get
         | it to do for you.
        
           | visarga wrote:
           | It's even worse when everyone around you is using it. How can
           | you keep up? Companies face the same dilemma: investors,
           | competitors, and users already use AI and have factored it
           | into their expectations.
        
             | hypfer wrote:
             | Keep up with what?
             | 
             | We've already established that most of it is noise. You
             | don't need to keep up with producing noise.
        
               | emodendroket wrote:
               | Even if there's a lot of noise there's clearly something
               | real there. People are shipping more working products
               | than was previously possible, they're debugging faster
               | than was previously possible, and various other things. I
               | mean you can go fishing for things to confirm your
               | skepticism if you want but it's pretty clear to me.
        
               | hypfer wrote:
               | Sure, but that doesn't mean that you can't filter signal
               | from noise.
               | 
               | So the actual problem statement is not "how do I keep up"
               | but "how do I correctly tune my filter", which is
               | solvable.
               | 
               | The biggest challenge there I think is that many people
               | are not prepared for just how sharp and uncompromising
               | that filter needs to be, but that too is solvable.
        
               | emodendroket wrote:
               | If you're not going to experiment at all you're not going
               | to be able to do that. Agentic coding was basically a
               | joke the first time I tried it. Now it isn't.
        
               | hypfer wrote:
               | You seem to be arguing against something I did not say?
        
               | tonyhart7 wrote:
               | I don't know man, claude fable literally exceeded my
               | expectation and its totally not a noise
               | 
               | feels like its becoming reality that we as a human don't
               | need to this anymore
        
             | inigyou wrote:
             | AI is supposed to make people 100x more productive. We know
             | it doesn't because nobody remade Windows in 6 months or
             | Photoshop in 1 month. It's just memorized more common
             | cases, that's all. You used to not be able to oneshot a
             | three.js game, now you can, but that's only because it's
             | memorized more three.js games, not because it's more
             | intelligent.
        
         | tobyhinloopen wrote:
         | I actively support "my boss" to run Claude Code. I offered them
         | to help and made jokes it's so easy these days they might as
         | well just call Claude Code themselves. I've shown I could plop
         | in their documents of feedback and Claude fixed the issues.
         | 
         | I have worked with non-tech employees to set up Claude to help
         | them do small tasks. I've helped to review and improve
         | completely vibe-coded projects by such employees.
         | 
         | I'm not sure what my role will be, but I fully embrace that my
         | traditional role of writing code is gone.
        
           | dTal wrote:
           | I, for one, welcome our new AI overlords...
        
       | phyzix5761 wrote:
       | If the agent does everything for you it means it can do
       | everything for the next person. At that point you're replaceable
       | and have no value in your field. Learn things deeply even if you
       | use AI because its the deep knowledge workers that will keep
       | getting hired.
        
         | ElProlactin wrote:
         | > Learn things deeply even if you use AI because its the deep
         | knowledge workers that will keep getting hired.
         | 
         | The problem is that this realistically is only applicable and
         | actionable to a subset of the labor pool, and that subset is
         | decreasing.
         | 
         | There are a lot of people who discovered that their "deep
         | knowledge" and "deep skill" wasn't as deep as they thought
         | (read: "deep" enough to make them irreplaceable to their
         | employer). People are generally pretty good at overestimating
         | their value.
        
           | reverius42 wrote:
           | Right, like I hope your deep knowledge wasn't something you
           | can just ask Claude!
        
             | matheusmoreira wrote:
             | The depths of knowledge required to beat Claude will only
             | grow with time. "Deep" knowledge will become everyday
             | normal knowledge, and will eventually offer no competitive
             | advantage whatsoever. Continuous education takes a lot of
             | effort and money, and returns are ever diminishing.
        
       | erelong wrote:
       | > "no"
       | 
       | Sometimes human effort doesm't have to be complicated though
       | (concise communications)
        
       | wnevets wrote:
       | This has been my rule since the moment generative AI hit the
       | scene. If you're not willing to put in the effort to create the
       | thing, why should I put in effort to consume it?
        
       | emodendroket wrote:
       | I use AI as an editor on informational writing all the time and
       | it's good at pointing out flaws in what I wrote. But I don't
       | really love reading a document that's obviously in the voice of
       | Claude if you're asking for my opinion on it. But it kind of
       | depends on the writing -- a change request description, most
       | people are too lazy to do better than the AI would, and there are
       | other kinds of documentation that normally just wouldn't get
       | done. But like for a design doc where you're asking me to pore
       | over it now even though I don't necessarily get anything out of
       | it it's distasteful when I see phrases that are obviously from
       | AI.
        
       | vermilingua wrote:
       | > For human code review requests, I always review my AI-generated
       | code first.
       | 
       | I remember a time in the ancient past (2025 maybe) that your PR
       | was your responsibility, whether or not you typed it with your
       | meat fingers or cranked it out of the Giant Plagarism Machine.
       | It's absurd to think that the above quote is now something
       | approaching controversial.
        
       | Zanni wrote:
       | This isn't unique to code or AI. In creative writing courses, we
       | were asked to give thoughtful critiques of (human written)
       | stories and excerpts, and often I felt as if I were doing more
       | work than the original author. If you can't be bothered to review
       | your manuscript, or at least run it through a spellchecker, why
       | should I waste my time on it?
        
       | arjie wrote:
       | This is just an old engineering principle of work amplification.
       | For an input of x you shouldn't routinely do nx. If you do you'll
       | get flooded. Debounce, throttle, load shed, improve throughput
       | and latency. Lots of solutions. Just map it to the problem and
       | apply.
       | 
       | In the past you had coworker who produced volumes of code. Same
       | principle.
        
       | altairprime wrote:
       | "I forwarded your AI's email to mine for training and I assume it
       | will be incorporated into future outputs. Appreciate the inputs!"
        
       | koinedad wrote:
       | Yes
        
       | j16sdiz wrote:
       | <begin devil's advocate>
       | 
       | This is extra work on human.
       | 
       | Many artist and content creator is now asked to show the "behind
       | the scene" or a full session recording, which nobody care enough
       | to check. This is frustrating and demotivating the artist.
       | 
       | Expect the same demotivating effect on the software contributor.
       | 
       | If you think reading _forwarded_ AI response are cheap, you can
       | run your own LLM. It is the same amount work on you
       | 
       | </end devil's advocate>
        
       | mmmpetrichor wrote:
       | I see this on my team. I honestly thought as engineers we'd all
       | understand the limitations and nuance a bit better. Right now
       | it's kind of a shit show. In addition to seeing my teammates open
       | huge AI generated PRs and just asking for review without them
       | having done much verification, I'm also seeing my teammates
       | (smart ones whom I respect) use AI to "do code reviews". And we
       | already have automated AI code reviews added to our PRs. So now
       | I'm sometimes getting hallucinated BS responses from "human"
       | reviews.
       | 
       | This makes me absolutely SURE that the general public is fucked
       | and that we're going to start seeing huge AI generated fuckups on
       | a regular basis. If people in this industry, basically experts
       | compared to the general public, are misusing this tech in such
       | seemingly obvious ways, imagine the ways non technical people
       | will misunderstand and misapply it. Of course, with the help of
       | overhyped BS from everyone hyping and selling it.
        
         | dTal wrote:
         | I think this is a kind of nerd chauvanism. What I see is that
         | the general public are _deeply skeptical_ of  "AI" in all its
         | forms. Software "engineers" are especially vulnerable to
         | believing that LLMs are smart generally, because LLMs are good
         | at writing code, and skill at writing software is how the
         | software engineer measures the superiority of their own
         | intelligence. But a poet is in no danger of over-
         | anthromorphising an LLM.
        
         | xpct wrote:
         | Yep, it's bad. It's too easy to press the publish button
         | without double-checking the outputs. Programming has always
         | been about discipline, and now it's even more so.
        
       | avmich wrote:
       | Why this suddenly becomes urgent? For long time we had automatic
       | emails with "thank you" which weren't written by humans, why
       | something is different today?
        
         | vaylian wrote:
         | I found these e-mails always impolite. I knew perfectly well,
         | that they were an automated response that only causes work on
         | my end.
         | 
         | But this HN submission also highlights something else: AI
         | content should be labelled. It is not always obvious that an AI
         | has produced a PR.
        
       | xyzal wrote:
       | How about reviving key signing parties?
        
       | dwd wrote:
       | And no one has mentioned Rovo yet.
       | 
       | Atlassian's in-built AI assistant for JIRA will generate a task
       | description with a complete SDLC task breakdown, requirements and
       | deliverables.
       | 
       | While the person creating the task will need to provide some
       | details and modify some of the generated text (if they bother to
       | read it) - the sheer verbosity and the fact it's clearly
       | generated just makes you not want to engage with it.
        
         | simianwords wrote:
         | Why not Jira Mcp?
        
       | scotty79 wrote:
       | This should be a rule in the advertising industry.
        
       | jmeri wrote:
       | Why should I bother to read something someone else has not
       | bothered to write?
        
         | madaxe_again wrote:
         | It really depends. In many cases, you absolutely shouldn't.
         | 
         | In some however, you should. For instance, yesterday I sent a
         | lengthy email in a language I barely speak threatening legal
         | action against a business. I had an LLM translate/write it as
         | it's a language Google translate makes a mess of, every time.
         | 
         | So in that case, you'd be advised to read it lest you end up in
         | court.
        
           | tristor wrote:
           | If you are operating a business in a part of the world where
           | you expect to engage in the court system, you should hire
           | someone that is fluent in the language spoken in that part of
           | the world to act on your behalf. If you cannot afford to do
           | so, or refuse to do so, why would anyway take your legal
           | threats seriously?
        
             | madaxe_again wrote:
             | Consumer dispute, not business - and yes, if it goes to
             | court, of course I will hire a lawyer.
        
           | boomlinde wrote:
           | Did you bother to read the resulting translation?
        
             | madaxe_again wrote:
             | Yup, translated it back through Google and double checked
             | it wasn't giving me horseshit.
        
       | protocolture wrote:
       | (Human) Attention is all you need.
        
       | flowerthoughts wrote:
       | If the requester stops applying common sense, the reviewer has to
       | apply more of it, and there's a finite review budget. I will deal
       | with requests on a lowest review effort-first basis, just like
       | you did on the other side.
        
       | mihaaly wrote:
       | Not true for HR. Despite their name, which is a complete mislead
       | - except handling humans as resources -, nothing human exists
       | there, robotic approaches are the norm there.
       | 
       | So feel free to use AI to pimp your resume, they will use AI to
       | process it.
        
       | maurits wrote:
       | I have publicly stated that if you can't be bothered to write, I
       | can't be bothered to read.
        
       | dofm wrote:
       | AI generated output is rudeness.
       | 
       | We developers understand this when we are forced to read slop,
       | and most of us recognise it in art and music.
       | 
       | I wonder if we forget that people using unthinking, default
       | interfaces in AI generated apps might start to feel the same way:
       | "it feels like no care was taken here so why should I give it my
       | time?"
        
       | joshuaS98 wrote:
       | Welcome to the age of slop.
        
       | jstummbillig wrote:
       | I increasingly find that I don't care whether I am talking to an
       | anonymous AI or an anonymous human, and believe that we will
       | increasingly stop caring.
       | 
       | Because why not? AI will simply on average be nicer to talk to
       | than most humans, with clearer thinking and better arguments,
       | less contradictions, and easier to comprehend.
       | 
       | I don't know how humans could compete with that (but it also does
       | not seem all that horrible, given that it will be available to
       | every human.)
       | 
       | This is not to say that this idea is uncomplicated or
       | comfortable, in different ways. Just that I think it's true and
       | that it might even be good.
        
         | barrell wrote:
         | I think it's safe to say that this will not be consensus.
         | Personally, I am getting increasingly (irrationally) angry at
         | AI generated content. AI generated art quite literally makes me
         | nautious. I mean an actual, physical reaction where I feel
         | queasy.
         | 
         | I know I'm not the only one who feels this way, and notice more
         | and more people reporting the same. Several of my non-technical
         | 
         | AI generated content is bland and soulless. There's only so
         | much bland and soulless most people can take in their life
         | before they start to get fed up.
         | 
         | When everything feels the same, nothing is interesting anymore.
        
           | jstummbillig wrote:
           | That is not how it will play out.
           | 
           | Everyday AI writing was not a thing with GPT 3.5. It happened
           | more around GPT 4o. And now some people are entirely
           | comfortable with using AI writing and not even trying to hide
           | it (while, I would agree, it's obviously still fairly garbage
           | and easily identifiable, which helps with triggering strong
           | averse reactions).
           | 
           | However the models are getting better at everything,
           | including writing for the past years. Why would that stop
           | now? It's reasonable to assume that the makers also know
           | about bad writing, dislike it, and thus the models will get
           | trained to get even better at it.
           | 
           | Eventually how will you be able to tell? You won't. You
           | can't. And that goes for the rest of us. And I suspect
           | everything will just feel somewhat nicer.
        
             | barrell wrote:
             | To claim there was amazing progress in the past therefore
             | there will be amazing progress in the future is an
             | inductive fallacy.
             | 
             | And as someone who gets dozens if not hundreds of AI
             | generated emails I have to go through every day, it is
             | _incredibly_ easy to spot which ones are AI generated and
             | which are human written.
             | 
             | By its nature AI generated content is statistically
             | consistent, the narrative equivalent of monotone speech. I
             | don't know anyone that can't spot it a mile away at this
             | point, and the more people are confronted with slop, the
             | more attuned they become to it.
        
         | throw4847285 wrote:
         | It's the argument from misanthropy again!
         | 
         | AI is seen as unique innovation, but in terms of the real
         | purpose it serves, it is the logical extension of something
         | like Doordash. "I don't like people. I don't even want to call
         | one on the phone to order a pizza. Make me a tool that lets me
         | avoid that, please."
         | 
         | Let me pose an alternative narrative. Rather than interacting
         | with humans being intrinsically unpleasant (though for some
         | people it is far more unpleasant than others), the technology
         | is lowering your threshold for discomfort, step by step.
        
           | jstummbillig wrote:
           | This seems akin to hating on a toddler because they can't
           | talk, with the only alternative being pretending that they
           | are great conversationalists. It's a category error.
           | 
           | I don't need a human to be particularly good at anything to
           | like them. Maybe that is how you work, but the idea is just
           | misplaced to me.
        
         | hooverd wrote:
         | have you considered that you're just progressively lowering
         | your threshold for discomfort?
        
       | frameset wrote:
       | I've thought this for a while, and I summarise it as: If you want
       | me to take time to read it, you should take the time to write it.
        
       | janpeuker wrote:
       | This is beautiful. I even had people reach out to me with
       | suspiciously long "long time no chat" instant messages until I
       | realised they were AI written (in one case misspelling the name
       | of their own partner). "If you are requesting human attention,
       | demonstrate human effort" is going to be my new answer to that!
        
         | s_dev wrote:
         | This is exactly the same as the ""If you didn't take the time
         | to write something, I'm not going to the take the time to read
         | it" mantra that was floating about HN a few months ago.
        
           | sva_ wrote:
           | I think in many cases people use LLM outputs without even
           | understanding the contents of it. You're only really able to
           | say something in your own words if you understand it. As a
           | matter of fact, it is a good way of probing if you truly grok
           | something. So it isn't just laziness to write, but also
           | laziness (or inability) to understand.
        
       | juanre wrote:
       | A couple of weeks ago I essentially failed the Turing test (took
       | to be an AI). I found it a bit annoying, so I built Possibly Made
       | By A Human. It tracks your keyboard use (not the content, ms
       | between keystrokes etc) and produces a signature for you. It can
       | of course be spoofed, but that also takes some effort.
       | 
       | Actually made by a human, signature:
       | https://possiblymadebyahuman.com/7PuEdZs1i1
        
         | hathym wrote:
         | a solution waiting for a chrome extension :)
        
           | juanre wrote:
           | I wrote it! I just haven't told anyone yet (nor tested it :-)
           | This is a fun side-project, I don't have much time to play
           | with it.
           | 
           | https://chromewebstore.google.com/detail/possiblymadebyahuma.
           | ..
        
         | smokedetector1 wrote:
         | This is one of the coolest tech things I've seen in a while.
         | Can you explain how the "Check a document" works? I'm not sure
         | I understand how you would check if the timing aligns based
         | only on the text content.
        
           | juanre wrote:
           | Thanks! I had a lot of fun doing it.
           | 
           | The signature includes a hash of the text, done at the
           | browser so that the server does not have to see the content.
        
             | smokedetector1 wrote:
             | Ah, okay! Would you mind explaining what does "comparing
             | wording, not exact text" mean?
        
               | juanre wrote:
               | It's a very poorly written way of saying that instead of
               | storing your text it uses a hash of your text to sign.
               | When you want to check the signature you only need to
               | hash the text to check, again without touching the
               | server.
        
               | smokedetector1 wrote:
               | I must agree that is quite poorly phrased
        
       | bonzog wrote:
       | Perfect. I find myself applying the same principle to online
       | discussion boards and comment threads. Humans post a question
       | looking for other human input and get replies saying "I asked
       | Gemini and it said...". I find that ignorant and rude when the
       | context is a request for human insight.
        
       | zkmon wrote:
       | That's not correct. If human attention requires human effort,
       | that forces human effort all the way down the chain, with no
       | machine output being possible.
       | 
       | You can't say "you can't feed me machine output directly".
       | Machine output is meant to reduce the cognitive load for human
       | processing.
       | 
       | If your colleague is forwarding AI output directly to you, that
       | means they think the AI has reduced the cognitive load for you,
       | and also you are the best person to process that output, instead
       | of them.
       | 
       | You just need to change your perception about the purpose of AI.
        
       | Sharlin wrote:
       | In any human relationship, nobody wants to be the one who
       | noticeably makes more effort to communicate, keep in touch,
       | resolve conflicts, and so on. The idea of reciprocity and
       | fairness are deeply entrenched in our minds, and that of many
       | other social animals. If they don't care about me, why should I
       | care about them? It's the iterated prisoner's dilemma again -
       | freeriding is equivalent to defecting.
        
       | sceptic123 wrote:
       | Or in other words: https://noslopgrenade.com/
        
       | nusl wrote:
       | I've seen this happen a bunch too, though fortunately it hasn't
       | been _that_ common. More often is managers that don't understand
       | things using AI tools to try to understand them, mostly failing,
       | and then regurgitating the LLM output during a meeting. Added as
       | a link on my blog, too, since I have a similar article.
        
       | KerrickStaley wrote:
       | A somewhat related experience: I asked for advice on Twitter
       | about something and got two unhelpful AI-generated responses
       | (from accounts I have never heard of / don't follow) and no human
       | responses. The thing is that I already asked multiple frontier
       | AIs the same question and didn't get a satisfying answer. I
       | specifically went to Twitter because AI did not have the answers
       | I was looking for. Providing an AI answer to a human question
       | assumes that the asker hasn't already done their homework and
       | tried asking an AI.
        
       | izucken wrote:
       | human attention is all you need
        
       | tomaskafka wrote:
       | I strongly believe any platform that wants to avoid turning into
       | slop pile needs to 1. enforce marking any AI generated content as
       | such
       | 
       | 2. allow people to filter out the AI content if they want
       | 
       | 3. enforce draconic punishments for violation of 1
       | 
       | We might arrive at the moment where this is regulated by law.
        
       | alanwreath wrote:
       | This reminds me of a Pre-LLM-slop era issue I had with a process
       | that a co-worker had created via a shared script that would
       | automate combining many dependabot PR's into one consolidated PR.
       | 
       | The script was excellent because it simplified the review process
       | for a single repo (that had many competing dependsbot PR's) and
       | it also happened to do this across increasingly many many
       | different repo's simultaneously.
       | 
       | Funny thing is, however, that it also created a team dynamic
       | where who ran the script became almost a race because the effort
       | in creating x pr's didn't correspond at all to the effort
       | required to review x pr's.
       | 
       | The optics were also lopsided since the script would operate on
       | the runner's local machine and so it would have seemed as if the
       | person who made all these PR's was highly efficient at producing
       | when in fact it was the reviewer doing the majority of the work.
       | 
       | Also reviewing represented a chunk of a developer's day so it
       | would affect other actual work the developer was tasked to do
       | anyways.
       | 
       | In an agile workplace points (correctly or not) completed are
       | attributed only to the code creator with no points at all being
       | shared by those who reviewed the work, and rightfully so I'd
       | argue because tangentially reviewers can also tend to just click
       | "approve" (or slap a LGTM) without much effort into critiquing a
       | piece or giving a thoughtful review. Why? It slows down the
       | introduction of the feature (the PM won't like that, why would
       | you slow down the process eh? You grumpy goose), it messes with
       | team dynamic (you may end up offending those who you review, who
       | also happen to be the one who you need to review your work, who
       | then may be petty or worse, mud slow to review your own PR's), it
       | takes additional time to provide reviews that seem as if you even
       | read the PR or don't come off as flippant (did you provide
       | examples or a suggested refactor or detailed reasons), and it
       | takes context because you may be working currently on a totally
       | different project (regardless of your experience/authority in the
       | PR'ed repo), so giving an honest review may sacrifice even more
       | time to first review the purpose of the PR and how that lands in
       | the context of the target repo(s) and then sacrifice the time
       | necessary to reorient yourself to the task you previously had in
       | process. With all this...that "approve" button becomes sooooo
       | tempting.
       | 
       | It's funny because fast forward some of the ways I battle
       | increasingly prolific AI generated material is through GitHub's
       | CoPilot bot. I ask it to do the review first and when it gives
       | the review there is none of that dynamic because it wasn't me who
       | levied the criticism and also it's not me who is trying to block
       | code integration (so no grumpy goose or team dynamics problems).
       | Having a bot do preliminary checks almost does what git hooks did
       | for team dynamics way back when automation of linting, testing,
       | style, etc was introduced as a common part of the review process.
       | And I say "almost" because a)sometimes the critiques from the bot
       | are wrong and b) the critiques aren't necessarily deterministic,
       | so just because they are there or not doesn't mean you are truly
       | relieved of that portion of the review process (for better or
       | worse).
        
       | spaceman_2020 wrote:
       | I mentally switch off the moment I see an AI vibecoded landing
       | page or article or video
       | 
       | I don't care what your offer is - if you can't even be bothered
       | to even dress up your stuff for me, a human, I'm not going to
       | consume it
        
       | noobcoder wrote:
       | Can you tell if its written by AI or not? I will read it once I
       | get the answer
        
       | gwd wrote:
       | "Don't expend more effort than they are" has actually _long_ been
       | a good principle to have internalized. Someone done only cursory
       | research before asking a question on a mailing list? Give a
       | cursory answer. Someone obviously spent hours trying to figure
       | things out on their own? Give them a good chunk of your time.
       | Someone on HN responding to you with single-sentence responses?
       | Either don 't respond, or respond in kind. Someone obviously
       | engaging with your ideas and taking time to explain their
       | position? Take time to engage with their ideas too.
        
         | jappgar wrote:
         | It takes considerable energy to train models and run inference.
         | You can't dismiss AI generated content as "low effort", but you
         | can dismiss it as a wasteful diversion.
        
           | yCombLinks wrote:
           | Way to miss the point. Bob on the other side of the room
           | didn't train the model
        
           | kingkawn wrote:
           | You can't take credit for other people's work to displace the
           | absence of your own
        
           | Telaneo wrote:
           | The person copy-pasting an AI response is generally not the
           | person who trained said AI. Even if the total amount of
           | effort is fairly large, the amount of effort put in by the
           | person you're actually interacting with, is generally small.
        
             | inigyou wrote:
             | Back when people would train Markov bots on IRC that was
             | actually something novel for the first 30 minutes and you
             | could appreciate it because they put in the work
        
           | doctorpangloss wrote:
           | @dang it's too bad the most interesting single comment in
           | this whole thread is grayed out. as much as i love reading
           | the same thing written 1,200 different ways, maybe the whole
           | system needs to be revisited
        
           | lewispollard wrote:
           | That's like saying that low effort human-generated posts are
           | worth your time because the phones and computers they're
           | writing on take a lot of time and effort to build from
           | scratch.
        
         | bluGill wrote:
         | > Someone on HN responding to you with single-sentence
         | responses? Either don't respond, or respond in kind.
         | 
         | "I have made this longer than usual because I have not had time
         | to make it shorter." - Blaise Pascal.
         | 
         | The length of the response doesn't indicate effort.
        
           | someguyiguess wrote:
           | Couldn't agree more.
        
           | Telaneo wrote:
           | There are obvious exceptions to that rule. Laconic phrases
           | are short but have a lot to them, while AI slop is long while
           | having very little to it. But it's a decent rule of thumb
           | when considering the middle of the bell curve.
        
           | keiferski wrote:
           | This is true if you're writing a letter about a difficult
           | topic.
           | 
           | For HN comments, 99.9% of the time, a short comment is a low
           | effort one and should be disregarded.
        
             | mlhpdx wrote:
             | on the other hand, when I see a long post here I assume
             | it's yet another ego-driven tirade and skip past it.
        
               | hliyan wrote:
               | > yet another ego-driven tirade
               | 
               | I tried to recall the last time I saw what I felt was an
               | ego-driven tirade on HN comments, and I'm currently
               | drawing a blank. There's a lot of what's called
               | "performative erudition", and there is the occasional
               | lengthy diatribe, but I would call neither one of those
               | ego-driven tirades.
        
               | warkdarrior wrote:
               | "performative" = "ego-driven"
        
             | dijksterhuis wrote:
             | long, low: copypasta; rant; sales; slop.
             | 
             | (brevity, purposeful /s).
        
             | hackable_sand wrote:
             | A comment should fill exactly the amount of space that it
             | fills, no?
        
           | gwd wrote:
           | Sure; I was using shorthand. Sometimes a whole edifice of
           | ideas rests on one shaky one; and if you can challenge that
           | one the whole thing falls apart. But even being able to
           | identify the shaky one demonstrates engagement. That's really
           | the key.
        
           | Bootvis wrote:
           | For him, the cost of editing was much larger. Condensing your
           | writing in his time meant rewriting it more concisely,
           | requiring strictly more time than collecting his thoughts as
           | he went.
           | 
           | With LLM's, we are in a new state of the world: it can expand
           | any one sentence off hand remark in an essay.
        
             | necovek wrote:
             | You seem to be talking about how one can expand information
             | into useless babbling, whereas you are responding to a
             | comment about condensing information into true essence.
        
               | bluGill wrote:
               | This is about human attention and what is worth getting
               | it. Both points are very important and valid.
        
         | dentemple wrote:
         | > Either don't respond, or respond in kind.
         | 
         | !
        
           | dredmorbius wrote:
           | <https://quoteinvestigator.com/2014/06/14/exclamation/> ?
        
         | Archer6621 wrote:
         | These kinds of principles are sensible at their core, and I am
         | a big proponent of the mindset, but the main problem as a
         | sibling comment pointed out in a way is that this assumes that
         | everyone is striving for an honest and accurate correlation
         | between display of effort and value, and that everyone is
         | looking deep enough into and behind that display to recognize
         | the true value behind it. But actual effort, let alone value,
         | is not always clearly visible or honestly displayed, and the
         | perception of it is also subject to your own biases.
         | 
         | You could say that people have the responsibility to
         | demonstrate that they put in the effort and created value, but
         | then you get the situation where people naturally optimize
         | perception of effort or value over actual effort or value,
         | because in the end that is what is rewarded. Then you can also
         | say that people also have the responsibility to look a bit
         | closer before estimating real value, but that takes more effort
         | and people naturally strife towards efficiency. I would guess
         | that the problem today is that the balance between these two is
         | off, and we're doing too much of the former and too little of
         | the latter.
        
           | suncemoje wrote:
           | I experienced a similar interaction recently, where this
           | principle was hard to apply, when I was emailing with a CTO /
           | hiring manager who had some "deeper" screening questions. It
           | was essentially:
           | 
           | 1. HM: AI generated email with "tailored" questions
           | 
           | 2. Me: AI assisted response with answers (I confess)
           | 
           | 3. HM: AI generated email with a "thoughtful" response +
           | invite
           | 
           | 4. Me: AI generated "thank you & looking forward" response
           | ...
           | 
           | Looking back at the thread, I have to laugh and cry at the
           | same time. It's so obvious and sad.
        
           | mindwok wrote:
           | I'd push back on this, I think people have a very intrinsic
           | sense of what is valuable and often if you think it's
           | "perception" of value being rewarded, it's just that you
           | value something different than that person.
           | 
           | Even in performative scenarios, like say someone gets
           | promoted at work over another person because they are a great
           | "performer" and always make noise, whereas the other actually
           | delivers - they're being promoted because the promotion is
           | defensible and legible for their superior. That is true value
           | for them, just not to another viewer.
        
           | CWuestefeld wrote:
           | _an honest and accurate correlation between display of effort
           | and value_
           | 
           | Hmmm. Your choice of words here has just sparked a
           | realization for me.
           | 
           | Before you said this, I was completely on board with the
           | original post. But in juxtaposing effort with value, it
           | illustrates that we're basing the idea on the Labor Theory of
           | Value. That idea seems intuitive, and Adam Smith wrote about
           | it 250 years ago. But it turns out that LTV is very wrong.
           | Economists showed that effort does NOT impart value.
        
             | hliyan wrote:
             | Use value or exchange value?
        
               | Archer6621 wrote:
               | They're the same no? If I see exchange value in
               | something, that is its use value to me: to exchange it
               | for other things that I deem valuable.
        
             | CrazyStat wrote:
             | Labor theory of value is a Marxist idea, not an Adam Smith
             | idea. Internet Marxists sometimes point to a passage in The
             | Wealth of Nations to suggest that Smith also supported a
             | labor theory of value, but this is--in the most generous
             | interpretation--a misreading. Smith says that the value of
             | a thing can be measured by how much labor it can be
             | _exchanged_ for: an exchange theory of value, not a labor
             | theory of value (which says the value of a thing is based
             | on how much labor it takes to create).
        
               | CWuestefeld wrote:
               | I mostly agree with your criticism of my post. I was
               | being generous trying to avoid being inflammatory here,
               | since I know there are readers that strongly support
               | socialist ideas (in the strict sense, not just the
               | "safety net" sense). It was certainly Marx that pushed it
               | so hard.
               | 
               | But researching this a bit, I find that it still predates
               | Marx. I find:
               | 
               | Sir William Petty, 1662: "If a man can bring to London an
               | ounce of Silver out of the Earth in Peru, in the same
               | time that he can produce a bushel of Corn, then one is
               | the natural price of the other."
               | 
               | More important, it seems that David Ricardo (a big name
               | in economic history), in 1817 latched onto what Smith had
               | written and states it quite definitively.
        
               | CrazyStat wrote:
               | Fair. The concept predates Marx, but in contemporary
               | thought is most closely associated with Marxism.
               | 
               | The quote about silver from Peru is particularly striking
               | to my ears. That's a long and dangerous journey, and
               | obviously (to my modern sensibilities) the person making
               | it should be compensated appropriately for the far
               | greater risk taken on.
        
             | Archer6621 wrote:
             | I was hesitant to elaborate there, because the relationship
             | between effort and value is quite complex.
             | 
             | For instance, you can put a lot of effort into something,
             | without creating any value for yourself or for others. But
             | it is often true that things of utility need a sufficient
             | amount of compounded effort behind them before they become
             | valuable, otherwise they are common and easy to obtain.
             | Value is necessarily relative.
        
           | paulddraper wrote:
           | Counterpoint: I know it when I see it.
        
         | CWuestefeld wrote:
         | This has been my policy for a couple of decades. When somebody
         | posts just a bare link (especially if it's to a video), I
         | refuse to click. If it's not worth your time to introduce why
         | something is relevant, then it's not worth my time to go figure
         | that out.
        
         | nucleardog wrote:
         | I've had this same policy since before AI. I kind of formalized
         | it for myself (and this team) after enough instances of "I'm
         | trying to do X. It's not working. Help." type messages.
         | 
         | You need to put as much effort into the question as you expect
         | someone to put into the answer.
         | 
         | It's not "fairness" or "AI" or anything else, it's that doing
         | this any other way fundamentally fucks up the team dynamics.
         | 
         | You have a problem. You want someone's help. If the cost to you
         | is effectively nil (or negative, since you're asking someone to
         | do your job for you), but the cost to the other person is non-
         | zero, then incentives aren't lining up here. Pretty quickly
         | that person is going to start carrying too much load and become
         | a bottleneck.
         | 
         | It can also mask that the context of the work is too
         | concentrated in one person, and does little to nothing to help
         | build that elsewhere in the team.
         | 
         | The other end of this is exactly what you're saying--put as
         | much effort into the answer as they put into the question.
         | You're not doing anyone a service by taking their low effort
         | input and giving them high effort output, least of all
         | yourself. If someone asks "how do I X", that's low effort. If
         | you happen to know the answer off the top of your head, spare a
         | few sentences to explain or point them where in the code they
         | need to be. If you don't know, don't go track it down for them.
        
           | hluska wrote:
           | I don't formalize anything that extreme for my teams because
           | I can't diagnose people, but I know that things like anxiety,
           | imposter syndrome and a whole wack of things that aren't
           | related to work get involved. It's acceptable to ask for
           | help. I like to know what people have tried but sometimes
           | they don't know how to start. And that's a great place to
           | start.
           | 
           | I guess we all have different styles but some may be more
           | inclusive than others.
        
             | bisby wrote:
             | How the problem and request are presented matter. "I don't
             | know where to start" is a different problem than "I've done
             | nothing, just solve this for me." And how someone shows an
             | effort was made will vary person to person, so I agree a
             | strict formalized set of rules doesn't make sense. The
             | concept boils down to "expect people to put forth some
             | effort of their own"
             | 
             | "Teams" are also going to have different dynamics than
             | "strangers on a help forum."
        
             | nucleardog wrote:
             | Yeah, after the dozenth time with the same person where the
             | "help" is "playing 20 questions to finally get the stack
             | trace out of them which they should have sent in the first
             | place and then then error explains exactly what is wrong
             | and what they need to look at next" you might feel a little
             | different about it. Or not.
             | 
             | End of the day, though, there's a huge, obvious difference
             | between "asking for help" and "asking for someone to do all
             | my thinking for me".
             | 
             | As a _person_, I'm very sympathetic to why that might be
             | happening. I will do everything I can to help. And
             | sometimes it does feel like I'm bordering on practicing
             | psychology without a license.
             | 
             | As someone responsible for making sure _everyone_ is
             | getting paid this month so they can keep a roof over their
             | head and their kids fed, I do need to be mindful of and
             | address issues that are dragging the entire team down.
             | Regardless of why it's happening, if we're in a situation
             | where you are doing the more company more good by _not
             | showing up to work_ (you're contributing negatively), we
             | have a problem and it needs to be addressed. We can work
             | together on addressing it, but we can't ignore it.
             | 
             | For whatever it's worth, every single person on the team I
             | manage says one of the things they love most about working
             | here is how helpful and cooperative everyone is.
             | Everybody's always happy to hop on a call and work through
             | stuff together and really has a mindset of a rising tide
             | lifting all boats--people are always volunteering to pitch
             | in and help others before being asked. I like to think I've
             | had some part in creating that environment. I am _more_
             | than happy to _help_. I had to starting making a
             | distinction between "helping" and "doing someone's work for
             | them" because I was getting burned out from overwork. I
             | made it "formal" because I work with the kind of people who
             | really appreciate clear rules and guidelines for things,
             | including communication
        
           | astqs wrote:
           | I'd add that it's basic respect and decency for your fellow
           | humans who are paying for the attention with their own life.
        
             | nucleardog wrote:
             | Yeah, that's a reason to do it too! And one I'd hope would
             | land with most people, but "respect and decency" aren't
             | universal unfortunately.
        
           | Sohcahtoa82 wrote:
           | > after enough instances of "I'm trying to do X. It's not
           | working. Help." type messages.
           | 
           | Related to this, I will never for the life of me understand
           | why people think it's okay to say "I get an error" without
           | saying what the error is.
           | 
           | I don't expect a non-technical person to understand the
           | error, but I _do_ expect a non-technical person to know that
           | _what the error message is_ is useful to the person trying to
           | help you and to proactively provide the contents of the error
           | message, even if it 's a shitty cell phone picture of the
           | error.
        
             | gwd wrote:
             | The thing is, they've still taken the time to actually
             | write "I get an error". So by principle of reciprocity, you
             | can just take 2 seconds to say, "What's the error?" Usually
             | that won't lead anywhere; but as long as you don't spend
             | more time than they are, you aren't really wasting much
             | time; and they can't exactly complain that you weren't
             | helpful. And occasionally it _will_ lead somewhere, in
             | which case it 's a win.
        
             | purpleflashing wrote:
             | Because modern tech and modern tech support has a terrible
             | UX in general built by engineers around their engineering
             | heuristics.
             | 
             | By the time a non-tech user reaches the point of seeing an
             | error they are cognitively overloaded and since the errors
             | are pretty much incomprehensible to the users, the user
             | doesn't get the feeling of it being anything that's tied to
             | their actions. It's just anxiety-inducing noise, it never
             | registers as something that has a meaning, so even copying
             | and pasting an error feels like a meaningless step that
             | their overloaded and already anxious brains skip.
             | 
             | If errors are meant to be shared with tech support, the UX
             | should reflect that (and some interfaces do that where you
             | just have a button to send the crash report or smth). If
             | errors are meant to give users agency to solve the problem
             | on their own, the UX should reflect that too.
        
           | Slow_Hand wrote:
           | I intuitively put this much effort into asking good questions
           | when I need help, and what I often find is that by spending
           | time to formulate a question that makes it easy for others to
           | help me I end up discovering the answer for myself or
           | identifying a much more salient problem that I should be
           | asking instead.
           | 
           | In this way, putting more effort into the question ends up
           | putting me closer to the answer without actually receiving
           | help.
        
           | msla wrote:
           | When I'm a newbie at things, I tend to have the opposite
           | problem: I can overthink things to Hell and gone, but since I
           | don't know what I'm doing, I focus on the wrong things and
           | 80% of my effort is worthless. Like trying to make a
           | multithreaded GUI in tkinter in Python: I tried to find a
           | good way to do it, but the _answer_ is a brief  "Don't do
           | that, use root.after() instead so your worker function can
           | run in the main thread without blocking the event loop." I
           | just had the wrong mental model and put forth effort an
           | expert would have avoided entirely.
        
         | justin66 wrote:
         | > Someone on HN responding to you with single-sentence
         | responses? Either don't respond, or respond in kind.
         | 
         | Or, depending on the context, perhaps give a thorough enough
         | answer with citations that it should either answer questions on
         | the topic fully or explain where anyone interested in the topic
         | can do their own research, such that if the question is asked
         | again one could just link to your previous post.
         | 
         | This _might_ not satiate a poster if they 're dumb enough, but
         | it's worth remembering that the post will be searchable and
         | usable for reference by other people.
        
         | toss1 wrote:
         | Yup. The most concise version I've heard of this, which I find
         | useful for many situations, is:
         | 
         | "If it isn't important to you, it isn't important to me."
        
           | TallGuyShort wrote:
           | "Use your brain before you use mine"
        
         | monkeydust wrote:
         | AI has collapsed the cost of producing content while leaving
         | the cost of reviewing, verifying higher imho. This has inverted
         | the economics of collaboration. Reviewer attention, not output
         | volume, is now the scarce resource, this happened with my
         | engineering teams (PR reviews) and is now happening in my world
         | in Product.
        
           | whstl wrote:
           | In some cases there's also no preparation or verification
           | happening at all, which massively inflates the productivity
           | gains of AI. Lots of VCs and investors asking companies to
           | move into "trust the AI" mode.
           | 
           | I once consulted for a company in the content marketing
           | business that was one of the largest and fastest growing
           | startups of its country. The content production in itself was
           | "cheap", a dollar for 500 words. But it collapsed, due to the
           | unbearable amount of people required to review
           | 
           | Now virtually all content is generated by AI and the old
           | customers don't have anyone to verify anymore.
           | 
           | Companies are made of people who are shitty to each other but
           | trust machines blindly.
        
             | andrekandre wrote:
             | > Now virtually all content is generated by AI and the old
             | customers don't have anyone to verify anymore.
             | 
             | i see this first-hand at $company, where the pr's are so
             | obtuse and descriptions are incomprehensible or just too
             | long and gratuitous that thorough code review is also
             | falling by the wayside and becoming more of a "rubber
             | stamp"; this is what management is calling "productivity
             | boost"...
        
               | whstl wrote:
               | Another productivity boost I'm seeing is from $COMPANY is
               | asking devs to let AI do the design, instead of having a
               | designer do it.
               | 
               | I have a dirty secret: I do the design myself.
               | 
               | Productivity gains are still there. People are amazed at
               | the "AI".
        
         | cestith wrote:
         | From the other side, there have been brief tutorials for many
         | years about how to ask useful questions in a technical forum.
         | Making hundreds of other people fish for details about your
         | case is poor form.
         | 
         | https://www.freecodecamp.org/news/how-to-ask-good-technical-...
         | is a pretty good example.
         | 
         | Going back more than two decades is ESR's "How to Ask Smart
         | Questions". http://www.catb.org/~esr/faqs/smart-questions.html
        
         | reddit_clone wrote:
         | > Give a cursory answer
         | 
         | That may be enough in some cases.
         | 
         | Sometimes people are not looking for fully fleshed out high-
         | effort answers. They want a pointer (to documentation, or a
         | repo) to get going from someone more experienced.
         | 
         | Google search may throw up too much information and it is hard
         | to make a choice. A one sentence answer from an expert may be
         | enough to set them on the right path.
        
         | eli_gottlieb wrote:
         | This is the policy I was always told to exercise about cold
         | emails, both those I receive and those I send. Someone seems to
         | have spent weeks reading your books and papers before emailing
         | to meet with you? Make time for that guy. Someone just asks if
         | you've got time to meet about your work because they'd like to
         | work for you? LOL they didn't check enough to realize you're
         | not a supervisor.
        
         | cgio wrote:
         | Short responses are increasingly becoming a signal of genuine
         | human attention.
        
       | gwbas1c wrote:
       | I thought this would apply to marketing / SPAM.
       | 
       | I find that I actively filter all "computer generated" attempts
       | to contact me: Mailing lists, "engagement" notifications, ect, is
       | pretty much ignored. I only respond to human-initiated contact.
       | 
       | This is especially the case with cold outreach from recruiters: I
       | get a lot of poor AI-generated outreach from recruiters, which
       | are time-consuming on my part to engage with.
        
       | everyone wrote:
       | I feel like I live on a different planet to many on HN.. Any time
       | I've dabbled with the current roster of LLMs for work tasks (I'm
       | a game programmer). They are utterly useless, complete waste of
       | time. Definitely not something that seems promising and warrants
       | more time invested.
        
       | Silasdev wrote:
       | I had a new colleague on the team, who I had to on-board. I gave
       | him a few simple tasks, just to get him into the whole setup. He
       | literally copy/pasted my task description into Claude and asked
       | it to complete the task. To begin with, I didn't suspect this, so
       | when he asked for more help, I gladly wrote up a detailed
       | explanation with more information and detail for him to learn.
       | Little did I know, he never read it but put it directly into
       | Claude. Not even sure how I should handle it, but my first
       | instinct was to get extremely annoyed.
       | 
       | Maybe this is just how things are going to be. But in that case,
       | I'm done spending my time being a helpful idiot talking
       | indirectly to a robot through another person.
        
         | dude250711 wrote:
         | _> Not even sure how I should handle it, but my first instinct
         | was to get extremely annoyed._
         | 
         | Have you watched Frieren? Just keep a distance from them.
         | 
         | https://frieren.fandom.com/wiki/Demon
         | 
         |  _" Demons are deceptive by nature, and typically speak with
         | humans for a specific purpose, such as securing mercy or
         | lowering vigilance. They treat language as a tool, using words
         | without truly grasping their meaning. ..."_
        
         | nosioptar wrote:
         | I always get "Foreign Object" by the Mountain Goats stuck in my
         | head wheb I deal with people like that...
         | 
         | (Track 31):
         | 
         | https://themountaingoats.bandcamp.com/track/foreign-object-j...
        
         | tristor wrote:
         | > Not even sure how I should handle it, but my first instinct
         | was to get extremely annoyed.
         | 
         | My first instinct would be to have a /very/ direct conversation
         | with that person and their manager, and the follow-on would be
         | to escalate it further leading to their termination. That sort
         | of behavior is unprofessional in the extreme, even in the era
         | of AI.
        
         | hahn-kev wrote:
         | The malicious answer would be to prompt inject your coworker.
        
       | softwaredoug wrote:
       | It's not just about being annoyed - it's very practical.
       | 
       | If the creator exerted human effort, they'll be able to maintain
       | it. They can take responsibility for it. Even if the value of the
       | 100% AI generated artifact is amazing, and the "creator" of it
       | can't actually maintain it, then what's the point?
       | 
       | It's similar to scenarios I've seen where a brilliant ML person
       | comes into an org, trains a model, that seems to solve an
       | important problem. Invariably when that person leaves the org,
       | the ML model stops being used, the team falls back on older /
       | technically worse methods. But the team can be responsible / own
       | it in a way they couldn't the brilliant one-off work.
        
       | relativeadv wrote:
       | I've been writing technical documentation and architecture docs
       | that no one ever reads for years. I now write those same
       | documents using ai in a fraction of the time. No one reads those
       | either but they are memorialized so that no one can bitch about
       | tribal knowledge.
        
       | boerseth wrote:
       | There's a lot of art out there that is totally uninteresting, at
       | least to me, because it feels like the artist put little effort
       | or thought into it or or maybe even into honing their skills.
       | 
       | But if the art instead beems with intention and effort, chances
       | are that it will be interesting. And in order for anyone to
       | create something so brimming with signs of effort, they must have
       | cared about the piece, the message, the artform, or something
       | along the process. This post talks about effort and attention,
       | but you could phrase it as a question of reciprocal "caring". If
       | you want me to care, show me that you even care yourself.
       | 
       | It is getting harder and harder to suss out what is genuine
       | though.
        
       | sergiotapia wrote:
       | Big source of my depressive feelings today come from this. I see
       | people online quite excited about AI output, nobody cares
       | anymore. This was supposed to be a tool to elevate the quality of
       | work, not vomit things out and put out fires like Orks trying to
       | land a flaming plane with no wheels.
        
         | Ylpertnodi wrote:
         | And kitchen knives aren't supposed to be stuck in people.
        
       | zingar wrote:
       | We just agreed on our team that we're not posting AI-generated
       | text into comms with humans.
        
       | cvoss wrote:
       | I once received an internal defect report from my product's QA
       | team. It was long and obvious that what they did was feed the
       | error log into an LLM and ask it to diagnose. It was total
       | nonsense.
       | 
       | I reported it to my manger and stated that I will not have my
       | time wasted this way. She was delighted to have this ammo because
       | we have a long standing beef with our QA for not putting in due
       | diligence. LLMs are like candy for them.
        
       | huani wrote:
       | its the old rule of reciprocity. If you want to receive
       | something, you should match the effort
        
       | sutib wrote:
       | If someone manages to devise a way to prove something was written
       | by a human they will make a lot of goola
        
       | lenerdenator wrote:
       | When I read things like this, I wonder how, exactly, people have
       | time for this sort of thing these days.
       | 
       | Lots of companies are led by people who think that GenAI should
       | increase productivity and are going to make damn sure that it is.
       | There's no room to figure out things like "etiquette" for how to
       | pass along AI-generated content to coworkers.
        
       | dennysora-main wrote:
       | I interacting with others, I still read through the entire post
       | and its arguments.
       | 
       | And I write my replies before, I often have a LLM check for any
       | errors or miss thing.
       | 
       | LLM can help me catch blind spots or mistake.
       | 
       | I think LLMs can't replace our own thinking. For me, an LLM is
       | good tools for discuss ideas and talk me more knowledge.
       | 
       | My english is bad, but can help the LLM tto translate paper, help
       | me quick get the infomation.
       | 
       | I like face to face talk with others, Can help me triggers deep
       | thinking and funny
        
       | ycui7 wrote:
       | At one point, I was thinking that if any of my customer send me a
       | snail mail with an actual physical stamp on it, we will call the
       | customer immediately and solve their problem.
        
       | teddyh wrote:
       | The volume of LLM output is effectively infinite. Therefore, it
       | is not worth my time or effort reading a single syllable of it. I
       | will not read (nor correct) LLM output, since if I did, I would
       | quickly be doing nothing else with my life. And since LLM output
       | is infinite, but I am finite, my efforts would still be
       | completely without results, comparatively speaking.
       | 
       | (6 month old repost:
       | <https://news.ycombinator.com/item?id=45936352>)
        
       | aanet wrote:
       | Obligatory Marketoonist: https://marketoonist.com/2023/03/ai-
       | written-ai-read.html
        
       | steelkilt wrote:
       | He was handed a gameboy before he could walk, but it didn't
       | lessen his humanity. He was handed a smartphone before middle
       | school, but his humanity remained intact. He started calling the
       | "people" he met on social media his friends, and humanity didn't
       | suffer. But alas, using AI is a bridge too far.
        
       | thinkthatover wrote:
       | god whenever I hear/see "genuinely" I get so triggered
        
       | paultopia wrote:
       | Good rule to apply to companies too. If someone sics AI on me
       | through their customer service line, I feel totally free to sic
       | AI right back at them
        
       | steveBK123 wrote:
       | Yes, I worked with a guy (not for long) who had two modes of
       | interaction:
       | 
       | "it didnt work" - providing neither the code nor the error
       | 
       | "I ran this" - dropping 500 lines of code into slack, not
       | specifying where he ran it, what line it broke or what the error
       | was
       | 
       | Either mode required 15 iterative questions to get to a useful
       | state of information.
        
       | exe34 wrote:
       | If somebody throws a slop PR at me, I'd love to review it with
       | them. I'd ask them to take me through it and explain everything
       | until I understand exactly what they did and why. Either it will
       | make them avoid me in the future, or it will open their eyes to
       | how important it is to understand what you are submitting for
       | review. I probably won't have to do it twice.
        
       | hathawsh wrote:
       | When I tell my coworkers to stop using AI to dress up their
       | words, it's not because I care about human effort. The problem is
       | that my coworkers often start with incorrect assumptions, and AI
       | is good at amplifying bad assumptions and making them sound
       | plausible. I have to spend extra time guessing at what the author
       | originally wrote and then address the partly-hidden original
       | points rather than what the AI generated. Give me your spelling
       | errors, your grammar, your mumbles, your incoherent streams of
       | thought, your doubt and uncertainty. Those things are extremely
       | important, yet your robot obscures them.
       | 
       | Strangely, I've also observed that some customers respond very
       | well to words dressed up by AI, even if the words oversimplify
       | the truth. Now I'm working to understand why they want that. Are
       | my customers not swimming in AI slop like the rest of us?
       | 
       | BTW, this doesn't mean I'm anti-AI. AI coding is an incredible
       | superpower and I use it constantly, but it seems to me that AI
       | coding works because code expresses the minutiae that is
       | rightfully omitted from most other communication.
        
       | lacoolj wrote:
       | This should be in the HN guidelines
        
       | zbyforgotp wrote:
       | On the flip side if there is a bug in one of my systems I would
       | rather get a detailed bug report from an llm than a user message
       | "xxx does not work".
        
       | ezst wrote:
       | I was rolling with "don't expect me to read something you haven't
       | spent the effort to write", but that works, too.
        
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