Durable knowledge, governance, validation, and recovery
The organization needs an enduring memory and authority layer before orchestration can safely become more capable.
Preserve provider-neutral context, explicit information authority, bounded workflows, human authority, trace, replay, and recovery independently of any one AI provider.
The foundation remains stable while independent capabilities use the same rules, evidence, authority, and decision history.
The foundation has survived bounded interoperability and recovery tests.
Current acceptance test. In a bounded provider-replacement test, two independent AI agents used the same governed case structure and recovered each other's durable state without the original conversations. One agent scored 19/20 and the other scored 20/20; shared invariants passed 4/4, and bidirectional recovery passed 4/4. The result supports MOSAIK's provider-neutral foundation within the tested case.
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One governed foundation, tested across independent agents.
The durable layer distinguishes evidence, interpretation, inference, proposal, decision, instruction, and runtime state. Replaceable capabilities can change without becoming the authority for organizational meaning.
Orchestration becomes fragile when knowledge, decisions, authority, or recovery depend on the same provider performing the current task. The durable layer had to exist before runtime capability could expand safely.
- Provider-neutral boot and context behavior passes the accepted interoperability suite.
- Memory routing, replay, conflict, rollback, and source-class controls pass without failure or skip.
- The recovery manifest restores every expected item without missing, mismatched, or extra material.
- Independent AI agents use the same governed case structure and recover durable state without the original conversations.