Cloud sync copies data and hopes. DefraDB replays a cryptographically verifiable log over P2P — space-efficient, secure, conflict-free.
Find out more: docs.source.network#Source#DefraDB#EdgeAI
Three things break when AI agents run on SQLite: writes queue up, records have no identity, and a second device hands truth to a sync server.
Not bugs. It was built for one app, one file, one user. Agents are none of those.
Full breakdown + the edge-native fix:
SQLite's pitch is "serverless." Then you add a second device.
Two offline edits, two versions of the truth, no rule to merge them. So you bolt on a sync server that quietly owns the truth.
Did you buy or build yours, and would you do it again?
SQLite has no idea who's writing to it. No roles, no per-record permissions. It trusts whatever process opens the file.
Point a fleet of agents at that and it gets scary. Where do your access rules actually live?
Cloud database sync isn't edge-native. DefraDB builds P2P in to deliver data all the way to your edge AI devices.
Find out more: docs.source.network#Source#DefraDB#EdgeAI