Good point. I've noticed AI tools perform better when the repo is organized well. Curious if you've seen any patterns that consistently confuse LLMs?
Your Folder Tree Is Already a Context Engine
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Hello @[HakoneMatate], and thank you for the reading :) - I think that every person touching AI augmented development fights with the context and this I think is similar to over/under learning of neural networks - either way you'll get weak results. But personally what I encountered was the problem with abstraction. Multiple times when I wanted to fix a bug or add new feature into the application I wrote, the Claude start to searching too deep and too long just because it tries to understand the overall picture (by following all internal modules). So I failed obviously to provide some limitations or point to the document describing the architecture and some components are very generic as they are providing base infra for various components.
After I got familiar with ICM/MWP I realized that the structure is what is missing + the some framework self. And that inspired my to write/propose the mwp-tool. By following the method you don't need to bother too much with limitations, you have linked all the references you need as specific module, sub-project level and what is super important and not done yet, you'll able to share your context work (as module) with other projects or devs. The overall concept is in my head still as I'm adjusting opencode cli tool to ensure about this deeper, but I realized that we may become not software developers/architects/etc, but "context developers" instead. Does it sound good to you? :)
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@[nik-13] Absolutely, I think I'm still shaping this and looking for a way how to benchmark it properly. The bit obstacle is that code assistants add own context and repository exploration data what is a bit hidden. Other thing where the market will go (I think) is the small LLM context refiner run locally. So just now I'm trying to somehow control what goes to AI/LLMs to have more narrowed context.
Plus I'm focusing now to use this method extensively during dev cycles to feedback my self :)
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