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Not the person who asked, but yes, that sounds like a small lack of judgement, but hardly a huge problem. You just correct it and move on.

I work on some reasonably sophisticated stuff (not inventing a new form of compression sophisticated, but still) and I just don't seem to encounter so many of the issues people talk about with these models.

It's really hard to say why, everyone uses them differently. I generally start complex tasks with a "here is what I am trying to achieve as a high level, here is a file that lists the technical constraints, here are my initial thoughts, here is where I am uncertain, what am I missing, lets have a deep back and forth discussion about it with the aim of ...."

Not always the same prompt, definitely not when the task is simpler, but this usually gets me to a good place before it I get it to write any code.

And our repo has very strong opinions and guidelines for how testing is done - we're lucky enough that we write mostly single threaded low latency code, so testing it end to end is very easy.



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