Headless & Deterministic

Runs on a local Docker server. Bounded tool loops and strict validation replace unsafe `eval` loops.

Pressure-Driven Intent

No more aimless wandering. Actions emerge from material scarcity, social obligations, and biological pressure.

Long-Term Memory

Survives extended simulations through replacement-history compaction and separated memory layers.