They are also GREAT at writing code based on standards and patterns established by an actual human engineers. They are STILL trash at anything meaningfully complex from the ground up. I will go through hours of planning where I have to kick the hell out of its plans in ways that I don't think someone without a ton of real world experience could do. Even in the fancy new Fable models that remains true. They are not creative and any engineering worth doing requires creativity.
I think that’s the real point the article’s making. Unless you already know the ropes, you can’t tell if a plan is actually any good. I use LLMs all the time for work, but only because I get the system well enough to spot the nonsense or catch when a plan duplicates something that already exists. They really do keep rewriting the same functions over and over in the code.
Over the last four days I've few shotted a 1:1 clone (and improvement) of Fal, OpenRouter, and Replicate in Rust. It's going to be open source.
I've lined up $300k of monthly commitments for it that land at launch. Might apply to YC with it.
Moving "organic" is too slow for the world today.
The ball is moving towards open source and this will include fine tunes and LoRAs, and even more fertile growth after that. There's an abundant future market in that direction.
Several billion dollar businesses started as open source clones of existing things. Some found unique business lines, others simply did a better job.