Judgment preservation in persistent AI agents. Toroidal routing engine + Emergent Judgment protocol. 17/17 tests passing. 1,563× improvement in context-sensitive routing validated through 11 experiments.
Local multi-cycle agent runtime: supervised ticks, contracted cycle runner, watchdog recovery, rolling segments, and restart-safe on-disk continuity. Public control plane for long-horizon local AI.
Open-source memory and experience layer for persistent AI agents, with auditable decisions, evidence-based learning, and evolving identity.
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