Claude Ultracode is super intelligence.
Less Bitter · 3,513 words · 18 min read · EN

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Let's say you had this spec here. This spec is 2700 lines. And imagine you gave this spec to a general purpose human being, a general purpose engineer who has some experience in your codebase, but you know, it's kind of like a new hire. How long do you think this would take him to build? I mean, first of all,
how long would it take for him to read this? A couple days to wrap his head around it. Needless to say, this would take a human engineer, I don't know, three months to build this out, if even possible. I don't know how. I mean, I don't even think a single person could handle this spec because first you'd
have to read the spec, then you'd have to break it down into projects in parts. Now, the question is, could an AI pull off the implementation of this spec? And the last time I had an agent try to do a spec was back in like March of this year. And it failed catastrophically. It
failed so much that I dedicated my life to tearing apart the scam of AI coding. I'm like, dude, what is this Like they promise you that the agents could do all this and that you back in March you gave the agent a spec like this. It wasn't even this long or detailed. It
was maybe like a 500 600 line spec and the agent would be like say less bro I got this and it would go and it would just drown in its own vomit and leave your codebase an absolute mess and it would just give up and it'd be like done and you'd be like did you finish? It's
like, "Oh, I finished." All right. You know, finished what the turn, right? It's like, I finished processing tokens. Did it finish the feature? No, not even close. Did it leave your codebase in a functional state? Not even close. And so, back then, smart engineers would face these little hurdles and be like, man, I got to design systems for these
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