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It doesn’t matter how much AI you throw at it; if the fundamentals aren’t there, it’ll fall apart.
Expanding the context you provide an AI model with is the single best way to improve the quality of the responses you’ll get and how effectively an agent can work for you.
My Second Brain is filled with everything I write, webpages I clip, notes I take, my daily logs, my projects, and any conversations with AI that I decide are worth saving. Claude has access to all of it. I don’t even need to tell it to look. Claude knows what’s in my Second Brain; it knows to search for whatever it needs; and knows how to access things when it finds what it’s looking for.
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This, however, is not my first attempt at this sort of persistent knowledge system. I’ve been experimenting with different architectures and combinations of tools over the past few months, and until recently, they’ve all had the same problem.
AI is just really unpredictable.