Articles · Files, backup & privacy
Why file ownership still matters in AI knowledge work
AI gives "on your own machine" new meaning — the model can read everything, if you keep everything on disk.
The last decade belonged to the cloud
Notion, Roam, Coda, Airtable nailed "easy + collaborative." The price: your data locked in proprietary shapes.
AI changes the calculus
An agent only reaches its potential when it can use the right project context. A workspace folder gives documents, data, and tools a shared boundary without repeated uploads.
Privacy and the AI era are the same problem
The more context you give AI, the more carefully you need to control provider access, tool permissions, credentials, and the files each task can reach.
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Desktop files vs cloud notes: how to choose
Cloud notes win on real-time collaboration; desktop files offer direct ownership and flexible tooling. Your primary workflow decides.
Files, backup & privacy
Security: desktop files vs cloud notes
Cloud notes and desktop files have different attack surfaces. Understand both before deciding where sensitive work belongs.