Researchers explore how transformer models directly read and write components, analyzing token predictions across multiple models without training or fitting…
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Every Apple Notes integration I could find — Claude's desktop connector, OpenClaw, Hermes, memo — drives Notes.app through AppleScript. That's fine for writing, but for reading it's painfully slow. I benchmarked it on my 749-note store: AppleScript full-text search took 220 seconds. So no tool actually does it — memo only searches titles, and the OpenClaw skill calls it "fuzzy search" without telling you bodies are skipped. I wrote a CLI that reads NoteStore.sqlite directly. Same search, 0.087 seconds. No cache, no Notes.app, always live data. What it does: apple-notes search "kubernetes" # full-text search, ranked by relevance apple-notes recent --since 2d # what changed lately apple-notes show 4821 # one note → Markdown apple-notes export ~/notes # dump everything, folder tree preserved
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