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That line of thinking makes no sense to me honestly.

We are years into this, and while the models have gotten better, the guard rails that have to be put on these things to keep the outputs even semi useful are crazy. Look into the system prompts for Claude sometime. And then we have to layer all these additional workflows on top... Despite the hype I don't see any way we get to this actually being a more productive way to work anytime soon.

And not only are we paying money for the privilege to work slower (in some cases people are shelling out for multiple services) but we're paying with our time. There is no way working this way doesn't degrade your fundamental skills, and (maybe) worse the understanding of how things actually work.

Although I suppose we can all take solice in the fact that our jobs aren't going anywhere soon. If this is what it takes to make these things work.



And most importantly, we're paying with our brain and skills degradation. Once all these services stop being subsidised there will be a massive amount of programmers who no longer can code.


I'm sorry to be blunt here, but the fact you're looking at idiotic use of Claude.md system prompts tells me you're not actually looking at the most productive users, and your opinion doesn't even cover 'where we are'.

I don't blame people who think this. I've stopped visiting Ai Subreddits because the average comment and post is just terrible, with some straight up delusional.

But broadly speaking - in my experience - either you have your documentation set up correctly and cleanly such that a new junior hire could come in and build or fix something in a few days without too many questions. Or you don't. That same distinction seems to cut between teams who get the most out of AI and those that insist everybody must be losing more time than it costs.

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I suspect we could even flip it around: the cost it takes to get an AI functioning in your code base is a good proxy for technical debt.


I wasn't talking about the system prompts provided by users. I was talking about what the companies have to put between the users and the LLM.




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