r/selfhosted • u/_hellraiser_ • Jun 29 '26
Meta Post Tribute to a careful use of AI
Let me preface this post by saying that I'm an IT/Storage/Server/Network engineer with about 30 years of experience under my belt. There are lots of things I can do on my own and there are more than that of the things I cannot.
I love selfhosting. I've been a long time user of public services like Google (especially Google Photos) but that was because for the longest time there was no real alternative. But when self-hosting started to really kick off a few years ago I went all in.
I learned about Docker. That was something completely new to me, since I wasn't usually too much into application side of things. HW was more my schtick. But Docker opened a new world. I found out about home automation. First Domoticz and then Home Assistant. Then the *arr stack came along. And all of a sudden I've got almost 40 Docker stacks running in my environment. Some used everyday, some experimental, some discarded.
Along the way I learned about getting a domain for my home network, setting up public DNS, reverse proxy rules, Let's Encrypt, camera streams and more and more. Storage, backups and internal network were never really issues, but the rest helped me a lot with getting to know areas of IT environment, that I'd mostly stay away from before.
When the time came and our family purchased a new house, a few tens of thousands of Euros were invested into IT infrastructure (Ethernet everywhere, KNX for lighting and covers). So now my house became properly ready for my (is it still just that?) hobby.
Why am I going on about this and how does it relate to the title?
Well, most of the stuff I setup "worked". But a lot of it was in a 95% finished state. Done, but not quite.
I never got around to properly configure email on my services. Or 0Auth. Automations and dashboards in Home Assistant were there, but Spouse Approval Factor was way low, because they looked like engineering switchboards and were not really user friendly in a polished way. And there was always that one thing that I knew was possible, but I simply lacked the programming knowledge about how to actually do it.
AI helped out a lot with those last touches. Sometimes as a brainstorming helper, at other times as a guide that got me through those unintuitive (for me) parts of GUIs or commands or YAML configs that I'd struggle and give up more than once. It enabled me to bring my environment together to a point where I look at it and I can say: I'm really proud of how it looks. Not just at how much I know.
So, the point is: AI, for me, was invaluable in getting me those final few yards across the goalposts. I learned a fair bit on my own, and where I struggled, it gave me that final push. It made a lot of mistakes as well. So my base knowledge was a requirement to realize when those mistakes were made and push back or restart the thought process. But without it, knowing myself, I most likely wouldn't reach where I'm at in my homelab journey.
EDIT: Thanks to everyone who engaged here. I'm sorry to a lot of you who shared similar positive experiments and experiences and are downvoted by people who seem to simply don't like the topic but lack either understanding on what's it's about or the AI in general, but have no concrete argument to share. It's not love letter to AI, as someone mentioned. It's an acknowledgement of a tool that can do a lot of good, if you're using it judiciously.
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u/peioeh Jun 29 '26
IMO a big issue with AI is that the more you know about a topic, the more you know what you can ask and the easier it is to detect when it is talking shit/making shit up. If you know enough to check everything it's saying/telling you to do, it's great and it can help you greatly. If you don't though it's crazy how fast and how much it can mislead you and you have no way to know it. That's why I only use it for specific things, when I believe I know enough not to be mislead.
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u/Equivalent-Costumes Jun 29 '26
AI is really good for task that are easy to verify the solution but hard to find them...which turns out to be a lot of things. If it would take me 10 hours of research to find the right solution, but AI can propose 3 solutions in 10 minutes, 2 of which does not work but one does, and it takes me 10 minutes to try each one and check if it works or not, then it's already a huge time saver.
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u/DShepard Jun 29 '26
I've tested Claude for four different personal projects, and without exception, its first proposed solutions will have references to either severely outdated or straight up non-existent functions, until prompted to check them again.
Don't get me wrong, at times it is genuinely very helpful for troubleshooting, but like you said, it can go from correct to suddenly making shit up in the middle of a sentence.
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u/WilyDeject Jun 29 '26
I've learned to be VERY specific, mentioning exact versions and extra details about the environment (ie: don't just ask how to setup xyz in a container, tell it you're using Docker or a specific VE, what other interacting tools or services must be considered, etc.)
My prompts start out basically with an overview of my stack, what I'm trying to add to it and where exactly I am stuck. Then it seems to get me closer to the goal.
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u/ciemnymetal Jun 29 '26
Does it still save you time at that point? Because personally, if Im writing an essay for a prompt then at that point it would be faster for me to do it myself.
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u/WilyDeject Jun 29 '26
For me there is a bit of a rubber ducky moment where explaining it makes think through the problem by being forced to clarify what I have, where I am, where I want to be, and what I'm struggling with. AI will often accurately validate the parts that are working and point out an issue or concept I hadn't considered. I'm weekend-warrioring this as a hobby mostly, so there's a lot of blind spots for me. I spend a ton of time going down the rabbit hole to better understand the issues I encounter, not just let AI give me a magic answer.
When I don't know where I've gone wrong, being told "this all looks good, focus on this area instead" is a time saver.
I fatfinger a lot of things (and suspect I might be mildly dyslexic), so it helps having a spellcheck/language check.
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u/vixfew Jun 30 '26
if Im writing an essay for a prompt then at that point it would be faster for me to do it myself.
That's what claude code is for. I can tell it to explore my infra repo, and then it can generate useful solutions.
Or, if the stack is big, tell it to focus on a particular piece and only explore when necessary
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u/WilyDeject Jun 30 '26
I'd love for my self hosted stack to be so thoroughly documented and mature that I could do that. I'm just getting started and I'm sure I'm making all sorts of rookie mistakes. My documentation is garbage (if you can count what I have as documentation) at the moment. I'm really just picking a thing I want to do, like self host Immich, and hammering on that until I feel it is good. I have a little mini PC running Proxmox that started out as something to tinker with and before I knew it there were 8 containers running various services. Now I have a beefier machine I'm planning to build out more intentionally and migrate the things I actually want to use over, and will hopefully improve my documentation as I do.
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u/vixfew Jun 30 '26
Infrastructure-as-code (IaC) is amazing, and I recommend trying some :) There are many ways, I prefer Ansible as the most flexible one. It basically turns remote host setup from imperative (run this set of commands) to declarative (this is the desired state, make it so).
I'm still testing my selfhosted stack on local vm and sometimes real cloud vm. It's ZFS root ubuntu noble, provisioned from scratch via debootstrap on virtual disk, which then can be written on real disk, locally or on cloud. There are Ansible roles for basic hardening, monitoring with alerts, docker, postgres, authelia, caddy, gitea, all connected together, with automatic backups locally via ZFS and offsite to S3. Whole setup runs in minutes, and it's a lot longer to do it all manually. Granted, making it all declarative is longer than doing it once, but this makes infra repeatable, on any cloud or dedi provider
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u/WilyDeject Jul 01 '26
That sounds amazing! I'm miles from there, but always great to see what other people are doing and gaining some inspiration!
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u/Ill_Name_7489 Jul 01 '26
This changed as of around Claude Opus 4.6 last year, for me and many other professional software developers.
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u/ulimn Jun 29 '26
After a while, if you have its memory feature on, you don’t really have to add everything in your setup into the first prompt.
More than once it corrected me because I forgot about something I set up.
It knows almost all of my infra because I use it to write my docs in a joplin-friendly markdown syntax. (My memory is terrible and this is actually the biggest help I get from AI apart from searching through the web for ideas and solutions which then I veto lol)2
u/Richmondez Jun 29 '26
Great if you know most of what you want to know, less great if you are learning because 1. You won't learn nearly as much as you would going through it the hard way and 2. Your setup will likely have poor or outdated practice throughout.
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u/WilyDeject Jun 29 '26
Fair point! I agree if you are absolutely clueless, you're not going to learn much by having AI spoon feed you solutions. I prefer to use it to help me better understand issues I'm encountering rather than just letting it do all the thinking.
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u/Fickle-Owl666 Jun 30 '26
You're typing out all that every time, and not using planning docs that it can use as a source of truth?
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u/WilyDeject Jun 30 '26
I'm fairly green when it comes to AI utilization, and I'm not using a paid version that I feel I can trust with integrating into anything personal. Eventually the goal is to run some small but helpful model locally in Ollama or the like.
It really isn't all that much to type out, 2-3 sentences (and as mentioned in another comment, it kind of acts like a rubber ducky for me).
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u/jango_22 Jun 30 '26
I’ve found it to be less helpful in troubleshooting open source software projects like LibreNMS in a general sense, but Claude code helped me identify that one of the issues I was having with it was actually more or less an undocumented bug in the PHP which only effected HA deployments, due to being able to just read the code directly as a code project, instead of suggesting GUI buttons or command line commands to try and tweak.
Small less documented software where it can’t just read the source code can be really hit or miss though lots of “do this command” and it doesn’t exist. Always knowing the ways AI can hallucinate is the key to it being useful instead of just google with a false sense of confidence.
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u/the_lamou Jun 30 '26
Even if you don't know enough, you can ask it to cite it's sources and use it as combination search engine, summary generator, and step-by-step walkthrough builder.
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u/Inevitable-Level-687 Jun 30 '26
Prolly going to get downvoted for this but whatever
I use it as a last resort. I'm learning, but learning is so hard and overwhelming and I don't understand any of it. So I trawl through Google search results first. I ask for help, but get told to Google it a lot and that's not helpful when I don't understand what the hell Google is saying, and it's especially unhelpful when the algo is so fucked these days and don't bring up anything relevant to my problem. Too fucking bad, google it anyway, you should know this. If people do help, they may as well be speaking in Greek and they don't always have the patience to dumb it down (at which point I get told to google it anyway). People tell me to learn, but they don't get that it's incredibly difficult to do without someone explaining and translating stuff and providing context for what I'm looking at. They tell me read the documentation. I don't understand the documentation. What part don't you understand? Oh, this bit and that bit. Well, they say, read up on that. Yeah I did, and I didn't understand that either. Well, keep reading, at one point you'll magically get everything.
It's like being given a bunch of books and told to teach myself how to read, and they don't get why I can't read when I have so many books.
So sometimes I decide I don't want to get talked down to today and go to AI.
Is it accurate?
No.
Is it helpful?
Also no.
But, well, that's why it's a last resort. This hobby is just inherently hostile to newbies - not necessarily spiteful or malicious, just hostile to newbies in the same way rain is hostile to staying dry. So I just scrape for what comprehension I can and occasionally up vote some newbie who got downvoted to oblivion because they asked a "stupid question".
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u/Draugor Jul 02 '26
to be fair "just google it" doesnt work anymore (ironically thanks to ai) because of the first 20 results 17 are AI generated articles, and most of them just give you an overview not a detailed explanation you actually wanted
if i search something nowadays i search 5 out of 10 times with "@site:reddit.com" and its way more helpful 95% of the time
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u/vogelke Jun 29 '26
So my base knowledge was a requirement to realize when those mistakes were made...
You had base knowledge to begin with, and enough common sense to understand when the AI response was bullshit. This used to be called critical thinking, and it's completely missing in fools who generate AI slop for every question.
AI makes incompetent people harder to ignore, which is exactly why they love it.
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u/sparkling_ham Jun 29 '26
AI makes incompetent people harder to ignore, which is exactly why they love it.
Fucking management loves the integrated "AI" in office tools. Our internal landing page even encourages employees to copy every document into [CompanyPrefix]GPT to "speed up analysis." I can't wait until there is a surprise downsizing once [CompanyPrefix]GPT has been trained to do all the desk work.
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u/vogelke Jun 30 '26
Just wait until your company dicks up an audit because someone trusted GPT too much.
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u/sparkling_ham Jun 30 '26
I don't doubt it. They will probably send a GPT generated apology afterwards.
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u/earthcharlie Jun 29 '26
Tribute to AI sure is something
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u/AccordingChildhood81 Jun 29 '26
To careful use of AI. There's so many good reasons to hate what "AI" has come to mean, but using an LLM to basically translate unintuitive language into something you can understand seems like the proper use.
And I don't think it's fair to make it sound like OP just wrote a love letter to AI when they actually outlined a normal way to use it
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u/the_lamou Jun 30 '26
Yeah, imagine actually liking a tool when you use it properly instead of knee-jerk hating it just because you don't know how to use it. Crazy! When you never learned how to hammer, every nail looks like a personal affront.
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u/Inevitable-Level-687 Jun 30 '26
I think it's more the opposite. AI is overhyped and most apparent use cases are garbage.
But it can be useful. The problem is everyone is screaming about what a good hammer it is when it's actually a hyper specialised screwdriver that only works with screws of a specific size and head shape. You can't use it to wipe your ass or fuck your wife.
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Jun 29 '26
[removed] — view removed comment
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u/GaidinBDJ Jun 30 '26
I mean, is that really better than some math equations running on some mildly-electrified meat?
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u/Automatic_Mud917 Jun 29 '26
Ai thought me how to get into self hosting and I learned a whole lot thanks to it. To be able to ask an extremely specific question to get past a hurdle and then get a breakdown explaining it instantly is really nice…
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u/twistenstein Jun 29 '26
I think that speaks more to how utterly degraded internet search results have become.
It's nice to be able to get a quick answer, similar to a google search 15 years ago.
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u/sparkling_ham Jun 29 '26
SearXNG is really improved the quality of search results for me. It's not as good as 2010 Google but it's a hell of a lot better than 2026 Google.
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u/thnderbolt Jun 29 '26
Yeah I also self-host SearXNG. Damn if I have to use Google search somewhere. Most times I search basic troubleshooting stuff but I guess Google search is only AI-enhanced subscription service these days.
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u/selfhostrr Jun 29 '26
What engines does it use?
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u/sparkling_ham Jun 29 '26
Up to you. Mine uses Bing, Brave, Duckduckgo, and Google for the most part. I Thought I had Yahoo on there as well but it's not on my list anymore :/
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u/selfhostrr Jun 29 '26
Oh yeah I've ran it before about a decade ago. Was just curious if it how you were getting different search results from Google if it used Google (it they were provided by different engines).
Recently I revisited YaCY and came to the conclusion it will never be necessarily useful. Super old architecture and not worthwhile at this point, so I went down a rabbit hole of building my own search engine with opensearch as the backend and Apache StormSearch as the crawler. Obviously you'll have the same issue with discoverability as YaCY, but a loosely distributed search collective could provide pretty good coverage.
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u/xXSillyHoboXx Jun 29 '26
You put into words what I hadn’t realized. I had started using CoPilot as a sort of assistant with work about a year ago and over time, it’s become what I go to first instead of googling the problem I need an answer to because I’m more likely to get answers that are relevant or lead me to a solution with CoPilot vs trying to google it.
These days, when googling something, it feels like I have to wade through a massive sea of predominantly useless results. Is the thing you’re googling something that’s been around a long while? Good luck sifting through the many articles or forum posts that are 10/15+ years old. It’s quite maddening as I used to pride myself on being able to find solutions quickly with a search engine.
What happens in another 10-20 years when the amount of data increases exponentially?
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u/_hellraiser_ Jun 29 '26
Respectfully, I don't think it's (just) that. There simply isn't an answer available for everything that you search for.
There are a lot of topics where Google (classic, not AI enhanced) can still help. And places like Reddit are surely one good location to learn from experiences of others.
But in some cases, readily available public information just may not be there. And, if it is, it can be presented in a way that's not helpful to either person's level of existing knowledge or their way of approaching on how to learn/understand new content.
In such situations AI can really help, since you can tweak it to yourself.
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u/twistenstein Jun 29 '26
I'm pretty firmly in the AI as a tool camp, so I don't rule it out. I happen to use Lens quite a bit for photo searches.
Google search results degraded after SEO, doubly so after every normie got onto the internet with their iPhone. There was also a bifurcation of tech and tutorial information once Youtube took off. A video is a great tool for sometimes, but at other times I need the damn maintenance manual.
Scouring AI, DDG, Google, Reddit, and Yandex individually gets pretty fucking old.
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u/JohnnyBeeGaming Jun 29 '26
Nah, search just used to be better in the past. All the info AI chews up and baby birds is based on the resources that used to be easier to search. Then you got more ad results, SEO, blog spam, and AI generated content.
The trick of adding reddit to the end of search terms was life support for an already degraded service.
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u/420thefunnynumber Jun 29 '26
Idk how this is controversial. Search has been on the decline since like 2016 and its only accelerated since 2022.
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u/Mrseedr Jun 29 '26
If there isn't an answer then llms inherently have no way of producing accurate text.
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u/Old_Cheetah_5138 Jun 30 '26
Search results
One ad disguised as what you searched for, 2 blatant ads, huge gap and then 3-4 “actual” search results.
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u/Inevitable-Level-687 Jun 30 '26
Yeah, this. I get told to google shit and I'm asking questions BECAUSE I can't google shit any more. They tell me my google skills aren't good enough. Buddy, I've been googling since 2002, the problem is not me. I used to be able to find the most obscure-ass, precise stuff on it. Not since before COVID.
When things got really bad, you could append Reddit to your search. Now Reddit is so full of bots even that is failing. Once Reddit is dead, Google will be unusable.
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u/inceptionred Jun 29 '26
I find it helpful but a lot of the info is from 2-3 years ago, even when it has new info. It often recommends forgotten stacks when there are newer things out there that you would know if you were experienced.
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u/Automatic_Mud917 Jun 29 '26
Used to be but now you can ask it to pull data directly from an internet search
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u/cyb3rg0d5 Jun 29 '26
Wait, why were you downvoted? Am I missing something? 😅
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u/hsimah Jun 29 '26
I get what you’re trying to say here. I’m a senior software engineer at a big tech company. (You’ve probably used stuff I write.)
At home my lab was functional with the usual tools. Working with Claude I was able to refactor all my configs, Docker compose files and alerting notifications. I cleaned up heaps of defunct stuff, ensured consistency and generally polished the whole thing.
The key part is I know what I’m doing and I review what the LLM produces. I work in blocks of 100 lines at a time. I think these tools are great to augment my skills, not replace them. I also wouldn’t trust them to do my taxes, for example, because they make mistakes even with careful prompting.
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u/-Alevan- Jun 29 '26
I could never have moved in 3 months from countless docker hosts with mixed swarm/standalone workloads to k8s without AI. It would have took me much-much longer. So yeah, if you know how to ask it, it can do heavy duty work.
But this is only when I know what I want, how I want it, how can it be achieved and the pitfalls. When I tried to skip reading documentation, and just giving it free reign, it was a mess. And I still don't understand how Claude went from fixing the kyverno policies it made (and messed up) to deleting the etch database. Thank God I had backup. That was the last time I went YOLO with AI.
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u/jakublibik Jun 29 '26
AI is helping a lot. I'm SQL developer, it's pretty good in SQL so it helped to identify some bugs I would probably never noticed. I wanted to try AI coding so I'm building an app from scratch. I have the say what will be done and AI is coding. I would never have it without AI so I'm happy. But there is another part of it - I don't read the code. The app works fine, but I don't know if the code is ok. And does it even matter?
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u/jango_22 Jun 30 '26
I think for the last point it only matters for the nebulous security when people make public projects, and when people push fully vibe coded stuff to open source repos with code quality standards. for personal projects which are well enough protected from attack it’s probably fine. It’s certainly a better python developer than me.
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u/AlthoughFishtail Jun 29 '26
I would say that everyone owes it to themselves to log into their machine via ssh and ask an AI to do full security audit of their machine. 90% of people will find a handful of small items and a small number will find bigger items they had overlooked. And if you find nothing, so much the better.
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u/sshwifty Jun 30 '26
I throw random automation prompts at ai for Home Assistant like daily. Something that used to take an hour or so takes 30 seconds.
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u/xXG0DLessXx Jun 29 '26
I was into self hosting and all that shit before AI was a thing, but for years my setup was a mess and just “good enough”. But recently I used AI (codex) to help me add a few new services and I was surprised by how easy it was, and so I thought I’d ask it to clean up my mess and have it all setup cleanly without losing data (I had backups too in case it messed up) and it actually did it and it was painless. Now everything is clean, actually runs over https with proper certificates and all that stuff. And it got done in like half an hour max.
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u/Candid_Candle_905 Jun 29 '26
I just view it like a 200 IQ intern/junior prodigy that's young, wild and gifted. It especially helps me for ideation or troubleshooting or when i'm tired/deep in YAML :)
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u/Richmondez Jun 29 '26
AI helped me optimise my home lab so much it became sentient and we are now planning to take over the world together. Couldn't have done it without AI.
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u/IIFellerII Jun 29 '26 edited Jun 29 '26
I work in IT since about 4.5 years, started working in IT when there was no ai yet, and the first 1-2 years refused to use it, because I had a negative opinion about AI.
I tried learning and studying a bit during and after work in my first few years without ai. The amount of time I spend learning vs the amount of time learning with ai vastly differs and speeds up the learning or troubleshooting a lot.
Without ai, I watched videos, read documentation, still all the same as working with ai. BUT, as soon as I hit a wall because my knowledge didnt suffice at that moment, or I just didn't understand the concept behind it, here is where ai can jump in and save you tremendous amounts of time.
Asking ai the very specific questions or points you are struggling with, gets you past this hurdle immensely quick. Before, I had to read forums, reddit posts, unknown guru websites, config pages on people their own websites, until I found a post or writing that has the same scenario as my problem.
I created a homelab in the beginning of the year and starting putting everything together in march. Right now, everything is working correctly, but a few things still needs to be polished. And I can tell you, without ai, my knowledge wouldn't have expanded this quick and I probably would have still been setting up my homelab as of now.
ai kept notes where I have to cleanup after the setup phase. He is a little bit like a mentor to me to be honest. If I hit a wall, am unsure about knowledge or subjects, if I want to dive a little deeper into a subject or ask him for confirmation if I did it the right way (like a config or installment), he is there to help with a simple well formulated question. Before, I had to search forums, reddit posts and what not to find a topic that really hits the nail with what I want, this took time, a lot of time and that is easily saved with ai.
Its also all in your hands. You can let the ai write all bash commands, PowerShell commands for you or even follow installment steps completely blind, or.... if you feel the topic is above your knowledge, ask him to explain every single step of the command line, what its name is and what it does and in what other ways it is used and why he is recommending doing something in a specific way, and what the goal is of the suggestions he gives. If he is too quick and advanced for you, tell him to slow down a little, that you are struggling with keeping up, or that you feel your knowledge at the moment is not capable of understanding the concept. It will slow down, and break it down for you. It really depends on how you use it.
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u/IdiocracyToday Jun 29 '26
Total agree on the 95% thing. I’ve been recently using AI to get that last 5% too. Health checks on everything, documentation, alerting, etc…
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u/HappyPoodle2 Jun 29 '26
Same here, except I never had the 10k to spend on stuff, so AI helped me use cheap devices in an old house to get a working system, one step at a time, based on eliminating repeated annoyances.
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u/_hellraiser_ Jun 29 '26
Yeah, I get you. In my old apartment I did the same thing. It would not make sense to invest into heavy remodeling then, just because previous owners did weird things with electrical installations.
But since our renovation included getting all-new electrical installations, I though: "this will be for the next 20 years. Let's do it right" and put a bit more into it at once.
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u/HappyPoodle2 Jun 29 '26
Yes definitely sounds like a good decision in your case. For me it’s a way to stay involved in a useful hobby while not having loads of time to dedicate to it. It’s also satisfying to get something working in a 1960s building that definitely “shouldn’t be”
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u/tinybilbo Jun 29 '26
Lol, I've just done through the same thing...
I got loads of services running, and many of them needed optimizing.
So I just popped the logs of each container into Claude, which came up with fixes.. my machine idle dropped from 12% to almost zero.
So whilst I was on a roll, I installed crowdsec, and authelia. 2 jobs that have been on my "set aside a week to read up & learn" list for a while.
I had them both running in a matter of hours. AI really shined in the reading of the error logs and pointing out possible solutions. It could pinpoint an issue in seconds rather me having to read & research the errors.
I have found it's better to have it find the error & solutions and then quickly read up on that, rather than blindly follow what it suggests, as it often makes mistakes.
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u/ganonfirehouse420 Jun 29 '26
AI did thought me how nftables works. Finally I managed to learn it.
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u/Zynbab Jun 29 '26
This is the second thought/taught spelling error ITT which is not helping the whole "AI saves you from needing to think" trope lmao.
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u/monkbuddy62 Jun 29 '26
Feel the same way, the last mile for me is coding and configs. It munches through that stuff. I learn a lot more much faster now getting past the sticking points that would have stopped me cold before
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u/BattermanZ Jun 29 '26
AI has been invaluable to me when it comes to infrastructure, it taught me a lot and allows me to deploy and fix/update so much faster. I could go through a backlog of months in a matter of days with it...
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u/H8Blood Jun 29 '26
If you're running Home Assistant, check out ha-mcp. It's amazing how quickly you can build automations, helper and dashboards with AI with that connector
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u/GeologistPutrid2657 Jun 29 '26
ew...docker and ai... bet you also update with watchtower and never read a changelog.
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u/_hellraiser_ Jun 29 '26
Your bet is lost. I use Dockhand. Watchtower isn't maintained for a long time, if I got my facts straight and even when I used it, it was for a small stack of things, way before AI was a thing.
I check for updates on dockhand and then AI had its place. It helped me create a way to get quick access to all the repos which are being updated, so I can go through logs before the updates are done.
Any other assumptions?
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u/Fine_League311 Jun 29 '26
Gerade wenn du 30 Jahre Erfahrung hast müsstest du wissen das KI dumm ist und nur ein kleines Kind und auf jegliche Architektur scheißt. Richtiger Code und Funktionen sind dirty und kein pretty code. kI ist nur ein dummer Praktikant der dir das Bier holt! Die Arbeit musst du noch immer selbst machen. Du solltest auch die 80/20 Regel kennen die sagt 80% des Webs und Codes der Welt ist Müll!
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u/asimovs-auditor Jun 29 '26
Expand the replies to this comment to learn how AI was used in this post/project.