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The AI tools can be an amazing upgrade over normal search boxes. I rarely let Claude write any code, but I get a lot of value out of pointing it at an unfamiliar repo and asking it to track down which files contain the code I’m looking for and to summarize how the pieces fit together.

There are also a lot of subtle AI tools that aren’t in-your-face LLM prompts that flatter you with “Excellent question!”. It’s great having my photo library automatically annotated so I can search for things like “moose” and it will bring up that picture of the moose we saw, rather than me having to remember what year it happened and scroll through photos until I find it.



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