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skohantoday at 3:54 PM1 replyview on HN

> write code to do this in this file

I haven't had to micromanage to this level. I usually start with a spec for a feature, which will be as detailed as I am opinionated about the feature. But it's usually on the level of a high-level context, plus some key implementation details (technology choices, key requirements, maybe an interface/API specification to 80% detail), and then the project already has high-level policies documented about e.g. how to structure files within the project.

Then I do a planning phase, task breakdown, and implementation of subtasks all within the model. I do read through it, but mostly the quality is good and I might make a couple notes. Then I do a review phase, which usually picks up a couple things. I'm moving towards less manual review of results and more automation as I learn what I can and can't trust the model with.

There's definitely a capability gap vs. larger models, but honestly I kind of prefer this workflow, as I stay more in touch with how the codebase is structured.

And it's great to be able to experiment as much as I want without worrying about how many tokens I'm burning or how close I am to a usage limit.


Replies

exe34today at 4:28 PM

Thanks for that, it's the level I like to work too - what model/quant are you using? How much vram/context and which coder?

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