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https://www.nytimes.com/2026/03/12/magazine/ai-coding-programming-jobs-claude-chatgpt.html

>I recently visited Ebert, a machine-learning engineer and former neuroscientist, at the spare apartment where he and Conor Brennan-Burke run their start-up, Hyperspell. Ebert, a tall and short-bearded 39-year-old with the air of a European academic, sat before a mammoth curved monitor. Onscreen, Claude Code — the A.I. tool from Anthropic — was busy at work.

>Ebert grew up in the ’90s, learning to code the old-fashioned way: He typed it out, line by painstaking line. After college, he held jobs as a software developer in Silicon Valley for companies like Airbnb before becoming a co-founder of four start-ups.

>All that ended last fall. A.I. had become so good at writing code that Ebert, initially cautious, began letting it do more and more. Now Claude Code does the bulk of it. The agents are so fast — and generally so accurate — that when a customer recently needed Hyperspell to write some new code, it took only half an hour.

>He and Brennan-Burke, who is 32, are still software developers, but like most of their peers now, they only rarely write code. Instead, they spend their days talking to the A.I., describing in plain English what they want from it and responding to the A.I.’s “plan” for what it will do. Then they turn the agents loose.

>A.I. being A.I., things occasionally go haywire. Sometimes when Claude misbehaves and fails to test the code, Ebert scolds the agent: Claude, you really do have to run all the tests.

>To avoid repeating these sorts of errors, Ebert has added some stern warnings to his prompt file, the list of instructions — a stern Ten Commandments — that his agents must follow before they do anything. When you behold the prompt file of a coder using A.I., you are viewing a record of the developer’s attempts to restrain the agents’ generally competent, but unpredictably deviant, actions.
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>>
>>108527972
Based as fuck. Even Silicon Valley knows that AIGODS are the future.
We will replace all codetrans
>>
>>108529175
You are committed to the bit, I'll give you that.
>>
>>108527972
codemonkey jobs are ending. Its like back in the day when tractors replaced farm workers. 1 competent programmer + AI will do more work than 10 monkeys and will produce better code. I've unironically seen webniggers estimate 1-2 days (8-16 hours) to add a button to a website. Now you do it in a single prompt and the webniggers are eating shit.
>>
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>>108527972
>like most of their peers now, they only rarely write code
>>
>>108528292
yes

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> like tech
> have computers
> can code
> can read
> want money
how do you get money?
>>
>>108530551
Either get a time machine or learn to suck cock.
>>
Pretty much as always, spam cv to every hole and be positive on the [if they come] interviews. But be prepared that every genx-boomer ceo now expects you to be the codemonkey with llm that will be his golden slave x666 developer
>>
Sell your soul to work a shitty job that doesn't respect you in the slightest.
Or sell your soul scamming people online.
Those are the two paths in the modern age. People who want to keep their soul don't get money.
>>
>>108530551
get for a job

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>UPGRADE & BUILD ADVICE.
Post build list or current specs including MONITOR: https://pcpartpicker.com/
Provide specific use cases.
State BUDGET and COUNTRY or you will NOT be helped.
Building guide: https://wiki.installgentoo.com/index.php/Build_a_PC

>CASE
mATX: AP201, Lian Li A3, O11 Air Mini, XT M3, CH260
ATX: XT PRO (ULTRA), AIR 903 Base/MAX, Lancool 217, Flux Pro, Y40, Meshify 3, 4000D FRAME
Dual Chamber: Y60/70, Vision (Compact), Antec C8
AVOID: NXZT, 'Silent' cases, fanless cases, Corsair 6500

>CPU
Budget: 9600X, 7600X, 7500F
Gaming: AMD X3D

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>>
>>108530263
chip design takes years to complete. by the time they're done backporting zen4/5 to am4, zen6 would already be 1-2 years old
>>
>>108529984
This is true, but we really need rtings to put gsync pulsar monitors into their burn in benchmark.
It's really hard to actually burn in the display, since the backlight is just bunch of rows, and it would have a similar burn in as a mini-led (which is hard to burn in as well), but it should be possible in theory.
Also I want to see a pulsar display with a dead zone, to see how ugly it would be. I tried to search google but it seems nobody has experience it. yet.
>>
>>108530332
I've never heard of burn-in outside OLED, and isn't RTINGS paywalled now?
>>
>>108530323
at this point a 5800x3d rerun would be sufficient for the unwashed masses
>>
anon I have
>5070ti
>850w psu

what is the lowest possible spec for AI gen img workloads? I want it to be power efficient and cheap.

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Is this actually a sound argument?
Saying we only had the technology to land on the moon in the 1970's sounds really stupid and fuels disbelief no matter how you phrase it.
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>>
>>108526509
Nobody is disputing we sent robots and spacecraft to the Moon, Mars and other planets. People are doubting that Humans walked on the Moon.
>>
>>108530705
trolls are.
>>
>>108530692
You're in and out very quickly. It's not any sort of lethal dose. It's more of a problem for satellites which obviously need to remain in a fixed orbit for long periods of time.
>>
>>108530699
>>108530710
From NASA's own website:
>Preparing for future missions to the Moon and Mars
https://science.nasa.gov/biological-physical/stories/van-allen-belts/
Future missions? Hmm....
>>
>>108530699
>They always lie, except this time, the radiation is literally impossible to survive, it's practically a death ray!
It's always funny how they "trust the science" when they think it confirms something is impossible, but distrust it when the same science tells them how to do it.

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anything but kindle
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>>
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>>108529481
I've tried reading books on several iPads, it's a blight and painful experience even at night, worse in daylight.
An e-reader that can toggle back (or front) light off is great for reading, even manga.
>>
>>108530522
>still using a air
>>
>>108530534
I like getting the absolute most out of my devices. I don't need the M4 Air
What the ever loving fuck is an iPad else to do but reading state mandated doujinshi and watching advertisers sell you the next inhabitant of your forgotten drawers ?

Oh and drawing smut in my case
>>
>>108530556
oof
>>
>>108521340
I keep both
Paper cause I like to collect and keep them on a shelf and look learned
Electronic because I'm wise

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What's going on with 4chan? 98% of all posts get blocked with the abuse message.
>>
>>108530515
No, they don't. It's just that you have nothing to say that isn't spammed incessantly already
>>
>gaslight bot deployed
every fucking time
>>
>>108530515
Please understand, there can only be 150 threads on the catalog, we can't just let random people make posts if we want to save most of those slots for approved propaganda and other kinds of advertisements.

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/aicg/ - A general dedicated to the discussion and development of AI chatbots.

ball crusher edition

>News
GLM-5.1 by Z.ai is out: https://nitter.net/Zai_org/status/2037490078126084514#m
Xiaomi MiMo V2 Pro released: https://mimo.xiaomi.com/mimo-v2-pro
Anthropic SUING USA: https://www.cnn.com/2026/03/09/tech/anthropic-sues-pentagon
Google to rollout HARD CAPS for API keys: https://nitter.net/OfficialLoganK/status/2028842571934670988#m
Google Gemini 3.0 Pro Preview Deprecation soon: https://ai.google.dev/gemini-api/docs/deprecations
Google releases Gemini 3.1 Pro: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/

Additional info: https://aicg.neocities.org/info.html

>Frontends

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>>
>>108530709
What should it be
>>
>>108530668
Havent any proof or logs to say its good enough
>>
>>108526868
>moral fags are also into gooner bots

NTA. Source? Not trying to disprove but I'd love to learn more about this phenomenon. Is it similar to how people who are outwardly against <thing> are often exposed as being or consuming <thing>?
>>
>>108530668
thanks but no thanks i'm gonna stick with gpt slop since it just werks
>>
>>108530744
Try it nigga, it aced every test I gave it. There's also benchmarks out.

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Everything is already from China, but here we discuss the cheap chink shit you see on various sites.
1st rule of /csg/: If it looks too good to be true, it probably is.

Useful links
>TWS IEM reviews: www.scarbir.com/
>Guide: csg-guide.neocities.org/
>Wiki: https://igwiki.lyci.de/wiki/Chink_Shit_General

>What headphones/earbuds should I buy?
>>>/g/iemg
>I want a cheap smartphone what should I buy?
>>>/g/spg/
>I want to buy some sort of emulation device
>>>/vr/hhg/


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can I leave two old HDDs running on this 24/7 for media storage? idc if it gets corrupted it's just for torrented shit
>>
>>108529162
by running 24/7 i mean on, not spinning btw
>>
>>108529162
i have something similar, the hard drives in them are super loud because these things lack shock mounting so they vibrate the hell out of the plastic case and the noise gets amplified.
i'd only use them for temporary file transfers between different devices.
>>
>>108529162
have one, possible. have to go into window settings and disable a bunch of stuff so that it doesn't randomly corrupt
>>
>>108529210
nta but are they also ironwolf drives? i got a pair for my qnap 2-hdd enclosure and they genuinely sound like they're dying all the time (but they work perfectly fine so maybe that's just what nas drives sound like)

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A general for vibe coding, coding agents, AI IDEs, browser builders, MCP, and shipping prototypes with LLMs.

►What is vibe coding?
https://x.com/karpathy/status/1886192184808149383
https://simonwillison.net/2025/Mar/19/vibe-coding/
https://simonwillison.net/2025/Mar/11/using-llms-for-code/

►Prompting / context / skills
https://docs.cline.bot/customization/cline-rules
https://docs.replit.com/tutorials/agent-skills
https://docs.github.com/en/copilot/tutorials/spark/prompt-tips

►Editors / terminal agents / coding agents
https://cursor.com/docs
https://docs.windsurf.com/getstarted/overview

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>>
>>108530675
And one important tip that I forgot: you only need a pretty basic understanding of the agent features, after that you can just use the agent itself to bootstrap everything. I still don't know the exact syntax or folder structure for skills, it doesn't matter. I just check that the natural language instructions in the skill make sense and let the agents write the skills, put them in the right folder, check if the skills actually load correctly and so on. Maybe when people say "have you asked Claude about it" it sounds like "fuck off" but in reality it's a good tip. Just ask your agent how to best configure your agent. Whenever some task went badly ask the agent why it went badly and if a skill, or a better CLAUDE.md or whatever can make it more likely to succeed the next time. That way you should never really be overwhelmed, it's all easy if you use agents to do it, just like you use agents to write the actual code.
>>
>>108528567
Vibe coding is a meme and only those who don't know how to code at all find it impressive because they can't even tell what it's fucking up.
The number one usage of AI for actual coders is tab completion on steroids. Even then you have to check to make sure it didn't do something retarded. The constant checking and rechecking you have to do to get a somewhat competent result vibe coding is also going to burn your tokens like crazy.
So unless you've got the enterprise paying for it all you're fucked. Enterprise is still in the gold rush phase so they are eating these costs but the grumbling is starting about the cost performance ratio.
That's why AI companies have shifted all their focus into figuring out some way to reduce these costs.
>>
>>108528641
>I haven't had the time to read through skills, subagents, prompting, honestly because I don't know where to start, it's so overwhelming.
>this is what's considered 'overwhelming' now
Westfalen. Bilyunmustdiee.
>>
>>108530655
i think the future is writing your own mcp

t. guy who makes mcp that can test mcps
>>
>>108530736
>the future of cooking is writing recipes, not actually cooking
I hate you uneducated wieners so much. You're so disgustingly pathetic. Everything you say somehow makes me want to A) roll my eyes or B) punch a hole in my wall.

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>AWS Engineer Reports PostgreSQL Performance Halved By Linux 7.0

Ubuntu is an ancient African word meaning 'humanity to others'.

phoronix.com/news/Linux-7.0-AWS-PostgreSQL-Drop

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>>>Read the sticky: >>105076684

>GNU/Linux questions
>>>/g/fglt
>Windows questions >>>/g/fwt
>PC building? In this market?! >>>/g/pcbg
>Programming questions >>>/g/dpt
>Cheap electronics >>>/g/csg
>Server questions >>>/g/hsg
>Buying headphones >>>/g/hpg
>Useful programs and live Windows environment:
https://hirensbootcd.org/download/

Previous: >>108496725
>>
>>108530723
How do I save a webpage with a bunch of JS elements for offline use?
I'm downloading the pages but the functionality is reduced. Tonesavvy and tonedear if it matters
>>
>>108530727
To elaborate, the room I keep my digital keyboard is far from the room I keep my wifi router so the signal is ass. I don't use wired either
This is the page. It has two sub pages I guess, one to change settings, another is the actual exercise. Regardless of which I save, I lose some functionality
https://tonesavvy.com/music-practice-exercise/13/piano-key-note-identification-game-grand/

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>>108423989
Don't buy anything other than IBM/Lenovo ThinkPad T, X, and W/P Series if you want the Real Business Experience™
Other business laptops are welcome in /tpg/ (Dell Latitude/Precision, HP EliteBook/ZBook)

Why ThinkPad?
>Used machines are plentiful and cheap
>Utilitarian design: e.g. mix of old and new ports, stable keyboard layout
>Easy to repair, upgrade (some models) & maintain thanks to readily available service manuals, spare parts easy to obtain
>Usable in cramped quarters thanks to the TrackPoint
>Excellent Linux & *BSD support

ThinkWiki - General info
https://www.thinkwiki.org/

Model generations:

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>>108528738
>what are the odds this prevents me from using 3rd party batteries
I've been looking into getting an 8th gen model as an upgrade, with the intention of libre/corebooting it, and I haven't seen anything regarding the EC hwitelist (at least, not explicitly mentioned).

I looked through the EC patch github everyone uses for xx30 ThinkPads, and I saw a list of newer models, so I'd take that as an indication that there's a hardware hwitelist present on those too.
>>
>>108526242
updooting the wlan card.
The card has always been whitelisted all the way back in the IBM day.
>>
Are CQCBD replacement batteries on Amazon legit?
>>
>>108529947
Every replacement battery seller can send you a lemon. If they allow free returns, they're legit enough.
>>
>>108528738
>>108528963
There is a DRM authentication sequence (not just a whitelist, the battery has to answer a random challenge sent by the EC), but 3rd party batteries for post-xx30 models can generally fool the EC into charging them. xx30 was only problematic because Lenovo sneakily changed the authentication sequence without changing the shapes or connectors, so it took a while for the people making them to notice that they shouldn't just relabel their xx20 batteries as compatible with xx30.

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Users of all levels are welcome to ask questions about GNU/Linux and share experiences.

*** Please be civil, notice the "Friendly" in every Thread ***

Before asking for help, please check our list of resources.

If you would like to try out GNU/Linux you can do one of the following:
0) Install a GNU/Linux distribution of your choice in a Virtual Machine.
1) Install a GNU/Linux distribution of your choice on bare metal and run your previous OS in a Virtual Machine.
2) Use a live image and to boot directly into the GNU/Linux distribution without installing anything.
3) Go balls deep and replace everything with GNU/Linux.

Resources: Please spend at least a minute to check a web search engine with your question.
Many free software projects have active mailing lists.


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>>
>>108527823
it sucks, but all the floss alternatives seem bug hidden.
>>
https://github.com/BryanLunduke/DoesItAgeVerify
What on this list is actually usable for someone who has used Debian/some Fedora.
Devuan seems logical, what does system actually do? Does it's removal make it function different that Debian in anyway that the end user would notice ie break software compatibility etc?
>>
>>108528072
kek debian faggots drinking wine. at least they're not drinking cum like arch trannies though.
>>
>>108530049
>"Developer forbids usage in Brazil, California"
holy shit that line makes my cock look like a fire extinguisher, holy based.
Also, Void has quite the fanbase. Which I can only see as possible if your OS isn't certified dogshit.
I imagine that everything that DOESN'T has SystemD has it's own learning curve though.
>>
>if one of your fstab partitoins fails to mount, none of them will mount
>that is unless you add the "nofail" parameter to it, in which case even if it fails, it wont nullify the entire file
who thought this was a good idea?
i set up automount for a hard drive, then removed it and lost my swap and i had no idea why

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seems solid besides lacking support, am I missing something, is this actually the reasonably priced gpu of 2026?
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>>
>>108530031
Arc GPU works on my machine
>>
>>108529890
>besides lacking support
That's rather important.
>>
>>108529890
does it work with pytorch yet ?
>>
>>108530021
Nice. I need to do the same at some point, but will have to spend an afternoon autistically trying out different quality settings.
>>
>>108530633
Yes. https://docs.pytorch.org/docs/stable/notes/get_start_xpu.html

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Why won't you guys listen?
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>>108530550
It is a crying shame that Americans don't know how to use semicolons.
>>
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You see he is a THREAT
>draws circle
INTERACTIVELY
>draws more circles
>>
>>108513269
hes really popular among indian community somehow
>>
>>108513269
this guy is so incredibly based, its unreal
>If you limit your critizism towards nvidia to a way that is never going to change anything or that only distracts from the actual issue or that gives people false hopes, you are a SHILL
he is totally right
>>
>Watch some drama videos
>Find out everyone is pro dlss
Lol, faggots in with TI


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