Proving Distributed Intelligence Without Cloud: How SQLite Enables Decentralized Swarms

This article demonstrates that collective intelligence systems can operate without cloud infrastructure by using SQLite as a lightweight distributed outcome store. The breakthrough proves that intelligent swarms are transport-agnostic and can run on any resource-constrained device—from Raspberry Pis in remote fields to offline IoT endpoints—fundamentally democratizing access to swarm learning. This unlocks critical applications in disconnected edge environments where traditional cloud-based systems remain impractical or cost-prohibitive.