Planning a personal AI assistant: where should a new builder start?
A new builder wants a personal assistant with context, long-term memory and tool use, and wonders how to balance local and cloud models. The advice that stands out is to finish the boring parts first: one working tool integration and a trustworthy memory store, before chasing autonomy.