One could argue to find the <7s commands in your head takes you more mental power than to just wish it in to the LLM and whilst its running you can wish something else in another session, but I’m thinking that the cost of context is more important than the actual execution time for your task. Every extra task gets more expensive. It’s not a ressource where you have a limit, right from the 2nd task the cognitive load increases.

Therefore I’m thinking one task that can be done in one context window without switching is worth a load in these days of constant distraction.

Most changes I need to do are few lines of codes or big architectural changes. I’m at 40k lines of code after 24 months of working that’s 1.5k lines per month and 50 lines a day. If you can write 50 lines a day would you let AI write those or write them yourself.

I challenge anyone to show me a project with a good codebase where the actual loc output is so high that a human couldn’t write it in one hour a day.

I’m not working for a company so my job is to deliver a platform that works for users not to get a paycheck.

If i want to have a script that does sth trivial I’m happy to let AI do it, but if I’m building a house that doesnt break hell no.

Like honestly I’m losing my mind, when people claim I haven’t written code in a year. You had the wrong job your whole life and whilst you think you are so frontier now by using agenst your market value is actually decreasing.

Imagine a painter saying, I’m so happy I don’t have to paint anymore. Or a tennis player. I’m so happay that I don’t have to play tennis anymore.

wtf is going on?

I’ve recently been given the task to work on a fully vibe-coded app. I reduced the code from 140k to 28k lines. This was luckily pre-mvp stage so no users. But if people get stuck at this stage, imagine what’s happening with real workload.

I’ve always been a solo dev, but I’m wondering how in big companies there is even so much to you can actually touch that you need an LLM to do that. Like I can’t delete refactor 120k lines in an established codebase. And one task to fix, takes review time and product time. Like are there now engineers that commit 1k+ lines a day of LLM produced output ?

Bugfixing often is just a bunch of lines, or a replacement of a service often isolated maye 150-200 lines, but I just might be just not experienced enough on these kind of codebases. I can’t grasp the notion of the LLM-multiplex and I don’t know where it’s going.

I have to say I have seen some good solo-dev projects popping up recently (games) that actually got profitable, but usually they were experienced in their discipline before.

To me building on multiple scalable systems this has been the most dangerous part of LLMs. On a good codebase it will work good, but it will maek it worse, so you keep using it, till it doesnt work and then you have to pay the bill and fix for what you didn’t build before.

If you put an agent on a fresh codebase 2 things are often given:

-> You have a mental model of the code -> The code is somewhet concise

After multiple iterations both is lost and LLM performance degrades. To solve this you can regular refactor, but it’s not a nice experienc. So my best solution is:

I use LLMs for exploration and for review, but I write the code myself. I find it hard to believe why so many engineers try to avoid it. It’s not consuming much of my time. And it’s actually the most enjoyable part.

Sometimes I race AI i give it a prompt /bug to fix and at the sametime im greping/symboling through the codebase and tryto fix it myself. AI isn’t always faster.

Would love more calculations on that

So it depends really on the size of your project.

I had frugal stored as more than just economical.

Thanks for your comments :/

F.e. Frugal - Economical with money or goods

I don’t think frugal means economical it means rather over the top …

Yeah I don’t know how to define it properly but I don’t need to learn new words if they don’t even teach the right meaning

Ai slop

Like what do we really still need?

Most riches nowadays are created by entertainment or scams :/

Just think about website design, I don’t think it’s far-fetched to say that a non ai design website will outperform an ai designed one. These percentages add up in multiple disciplines.

I would argue betting against ai is your best chance of succeeding frankly (not in all cases but certainly as displayed here)