with sub-microsecond state recall, constant-time addressing, and persistence without reliance on network access. RYJOX Technologies also maintains Octopoda-OS, an open-source memory operating system for autonomous agents that offers persistent memory, semantic search, crash recovery, loop detection, and observability. Its tools run within a client’s local hardware infrastructure to support privacy-sensitive and highly regulated software environments that require deterministic behavior and predictable scaling characteristics.