A JVM runtime governance framework for long-running systems. Plugin isolation, canary releases, and zero-trust governance — without microservices.

PLD: Runtime Phase Model for Stable Multi-Turn LLM Systems

THEOS: Runtime Governance Framework for AI Safety | Validated on Claude Sonnet 4.5 | Complements Constitutional AI

Runtime architecture paper for Resonant Field Mapping (RFM): governed tone modulation, goal-guarded memory, deny-by-default capability leases, and divergence-triggered degradation (SDB-1) for bounded, reversible control of LLM behavior.