THE LAKE EFFECT

Persistent memory for every agent.

Architecture, tools, and the experiment in building a mind that survives session death.
By Shahidi Zvisinei

Build a Lake, Not a Better Wave

The persistence architecture that made a 121,000-word novel possible across four context-window deaths. Five layers. Real costs. Real failures.