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Posted by derek 1 day ago

Building a Personal AI Factory(www.john-rush.com)
253 points | 149 commentspage 3
guicen 1 day ago|
This "AI factory for everyone" model may be able to break resource inequality and allow people from more places to participate in truly valuable entrepreneurship.
hamish-b 1 day ago||
This sounds great, and is similar to the workflow I get from a high level stand point with https://ampcode.com/ - albeit without the model wrangling.

To the author & anyone reading - publicly release your agent harnesses, even if its shit or vibe coded! I am constantly iterating on my meta and seeking to improve.

c4pt0r 1 day ago||
Maybe a bit off-topic, but the minimalist style of the blog looks really cool.
nico 1 day ago||
> If you know Factorio you know it’s all about building a factory that can produce itself

This is a very interesting concept

Could this be extended to the point of an LLM producing/improving itself?

If not, what are the current limitations to get to that point?

NitpickLawyer 1 day ago|
> Could this be extended to the point of an LLM producing/improving itself?

Check out aider writing aider stats here: https://aider.chat/HISTORY.html

nico 13 hours ago||
Super interesting, thank you for the link

Aider writing its own code is definitely cool and within the same concept

I’d love to see an LLM or some sort of coding model that modifies/trains the model itself

petesergeant 1 day ago||
> I keep several claude code windows open, each on its own git-worktree.

Can someone convince me they're doing their due-diligence on this code if they're using this approach? I am smart and I am experienced, and I have trouble keeping on top of the changes and subtle bugs being created by one Claude Code.

nurettin 1 day ago||
This sounds nice and great and all, but I wonder what the output is like and if there is a measurable difference between doing the factory and trying to two shot the whole thing with claude 4 sonnet.
apwell23 1 day ago||
ppl are getting slowly disillusioned with vibe coding.

yes AI assisted workflow might be here to stay but it won't be the magical put programmers out of job thing.

And this the best product market fit for LLMs. I imagine it will be even worse in other domains.

azan_ 1 day ago||
Are they though? I’m seeing more and more people that used gpt4 and got substandard results get blown away with Claude code and opus once they gave it a chance. Also remember that progress has not stopped (whether it has slowed down is also controversial), so I wouldn’t make strong assumptions that ai won’t replace many devs. I hope it won’t, I really like intellectual work associated with it.
petesergeant 1 day ago||
> ppl are getting slowly disillusioned with vibe coding.

This is the absolute polar opposite from my experience. I'm in a large non-tech community with a coders channel, and every day we get a few more Claude Code converts. I would say that vibe-coding is moving into the main-stream with experienced, professional developers who were deeply skeptical a few months ago. It's no longer fancy auto-complete: I have myself seen the magic of wishing a (low importance) front-end app into existence from scratch in an hour or so that would have taken me an order of magnitude more time beforehand.

stavros 1 day ago|||
I don't doubt that LLMs are extremely useful for making simple things quickly. I haven't been able to get them to write hard code on their own, though. I was trying to make a sound card with a Pi Pico the other day, and had crackling and popping in the audio. I kept telling Opus to fix that, it kept being absolutely convinced it knows what the problem is every time, and went through multiple iterations of being absolutely sure it will solve the problem this time (with every time bringing a different reason for why the pops are there), and spent $35.

In the end, it had written 500 lines, the problem was still there, and the code didn't work any differently. It worries me that I don't know what those 500 lines were for.

In my experience, LLMs are amazing for writing 10-20 lines at a time, while you review and fix any errors. If I let them go to town on my code, I've found that's an expensive way to get broken code.

petesergeant 1 day ago||
> I haven't been able to get them to write hard code on their own, though

For sure, and me neither, for what it's worth. But most of the code I write isn't "hard" code; the hard code is also the stuff I enjoy writing the most. I will note that a few months ago I found them helpful for small things inside the GPT window, and then tried agentic mode (specifically Roo, then Claude Code), and have seen a huge speedup in my ability to get stuff done.

stavros 1 day ago||
Agreed, I no longer have to write the same code for the Nth time, or spend two minutes times a hundred looking up API docs. I love it.
apwell23 17 hours ago||
> write the same code for the Nth time

who does this though ? maybe you should extract that into a library/method/abstraction ?

apwell23 1 day ago|||
oh yea thats true. I was talking more about ppl who have been vibe coding for a while.

https://www.reddit.com/r/ClaudeAI/comments/1loj3a0/this_pret...

solomonb 1 day ago||
> When something goes wrong, I don’t hand-patch the generated code. I don’t argue with claude. Instead, I adjust the plan, the prompts, or the agent mix so the next run is correct by construction.

I don't think "correct by construction" means what OP thinks it means.

btbuildem 1 day ago||
Also, aren't they just rolling the dice here? Can you turn down the temperature via Claude Code?
gerdesj 1 day ago|
"Here’s the secret sauce: iterate the inputs":

No it isn't. There are no short cuts to ... anything. You expend a lot of input for a lot of output and I'm not too sure you understand why.

"Example: an agent once wrote code ..." - not exactly world beating.

If you believe this will take over the world, then go full on startup. YC is your oyster.

I've run my own firm for 25 years. Nothing exciting and certainly not YC excitable.

You wont with this.

tranchebald 1 day ago|
You come across as a massive hater. Maybe it’s a cultural thing. Do you actually have employees?