You are in a way correct. If you keep sending the context of the “conversation” (in the same chat) it will reinforce its previous implementation.

The way ais remember stuff is that you just give it the entire thread of context together with your new question. It’s all just text in text out.

But once you start a new conversation (meaning you don’t give any previous chat history) it’s essentially a “new” ai which didn’t know anything about your project.

This will have a new random seed and if you ask that to look for mistakes etc it will happily tell you that the last Implementation was all wrong and here’s how to fix it.

It’s like a minecraft world, same seed will get you the same map every time. So with AIs it’s the same thing ish. start a new conversation or ask a different model (gpt, Google, Claude etc) and it will do things in a new way.

If you need to refractor your program you might aswell start from the beginning

I’m just not following the mindset of “get ai to code your whole program” and then have real people maintain it? Sounds counter productive

I think you need to make your code for an Ai to maintain. Use Static code analysers like SonarQube to ensure that the code is maintainable (cognitive complexity)!and that functions are small and well defined as you write it.

Same brother

Idk. Maybe you don’t want to spend the bandwidth and power on streaming it to a bunch of randoms.

For your use case its pretty much identical.

I prefer the plex interface slightly. But id rather use open source

I don’t get this argument. Isn’t the whole point that the ai will debug and implement small changes too?

Just ask the ai to make the change?

Of course. But you have to start somewhere.

90% of users probably just need a glorified table with SUM

Proton drive on Linux

Small dick government

Did you read the blog post?

Is staying open source

Bun was purely built to make building faster and the apps to be portable

But that’s what the system is made for

I have a fair bit in approved mode. Like it can run mkdir, ls, git diff etc

But it’s so nice when it works.

I just run it on my gaming tower in a container

Fucking ai agents and not knowing which directory to run commands in. Drives me bonkers. Constantly tries to git commit root or temp or whatever then starts debugging why that didn’t work lol

I wish they would just be containerised virtual environments for them to work in

Looks fine to me, I replaced plex like 3-4 months ago

Jellyfin / jellyseer + arr