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It's a field where actual long term controlled experiments are impossible, confounding variables are everywhere, and multiple lobbies have vested interests in the outcomes.
I take everything with a grain of salt apart from studies of harm when sources are credible and numerous and even then, I'm not fully confident.
The only current advice I follow is avoiding industrially processed food. That sounds like a sound one as this kind of food is basically terra incognita. It's just applying the precaution principle.
It is also surprisingly hard in practice. There are so many foods that on the label are supposed to be whole foods or low processed but then when you read the ingredients do you realize you've been bamboozeld.
From experimentation, I need to coach the models quite closely in order to get enough value. Letting it loose only works when I've given very specific instructions. But I'm using Codex and Clai, perhaps Claude code is better.
At the moment with one claude + manually fixing crap it produces I am faster at solving "easier" features (Think add API endpoint, re-build API client, implement frontend logic for API endpoint + UI) faster than if I write it myself.
Things that are more logic dense, it tends to produce so many errors that it's faster to solve myself.
On the other hand I've grown to be wary of customers who push for a fixed price. They are usually doing that because they know something that you don't.
SMEs in my experience generally are able to handle change in scope and billing easier than larger ones.
Going to continue to get worse as time goes on.
Even the hardware will go at some point I'm betting.
> This has truly freed up my productivity, letting me pursue so many ideas I couldn’t move forward on before
If you're writing in a blog post that AI has changed your life and let you build so many amazing projects, you should link to the projects. Somehow 90% of these posts don't actually link to the amazing projects that their author is supposedly building with AI.
I've got 10+ years of coding experience, I am an AI advocate, but not vibe coding. AI is a great tool to help with the boring bits, using it to initialize files, help figure out various approaches, as a first pass code reviewer, helping with configuring, those things all work well.
But full-on replacing coders? It's not there yet. Will require an order of magnitude more improvement.