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Journal / Field note

Why I build at the edges

A note on connecting AI, smart-home systems, and hands-on electronics rather than treating them as separate interests.

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The most interesting projects rarely stay inside one discipline. An AI model becomes useful when it can sense context, make a careful decision, and affect something in the physical world.

That is why I keep returning to the edges between software and hardware. A smart-home sensor, a soldered prototype, and a language model are different materials for the same question: how can technology make an everyday action clearer or easier?

This journal will document experiments, failures, and practical lessons from that work.

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