Sovereign Platform

A developer's blog series on building an AI memory stack introduces Context Hydration, a transition that restores verified durable memory into active reasoning for AI agents. The approach emphasizes v…

Sovereign Platform's AI memory stack series introduces Write-Side Custody, a boundary-layer responsibility that determines whether information deserves to enter durable memory before it is stored. The…

Ken Walger, in the third part of his series on building the AI memory stack, argues that vector databases are not sufficient for durable memory in AI systems. He defines durable memory as a policy for…