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Operational Memory

How does VixPro AI decide which memories apply to which servers?

Every memory event has a scope that determines which servers it applies to. Scopes form a hierarchy from most specific to broadest:

  • Server — applies only to the specific server where the pattern was observed
  • Stack — applies to all servers in the same stack
  • Connection Method — applies to all servers using the same connection type (agent, SSH, API)
  • OS — applies to all servers running the same operating system (Linux or Windows)
  • Org — applies to every server in your organization

How scope promotion works:

  • Starts specific — new memory events begin at the most specific scope (usually server)
  • Promotes automatically — if the same pattern is observed on a different server in the same stack, scope moves from server to stack. Across different stacks, it promotes further
  • Pinning overrides — a pinned server-scoped memory stays at server scope regardless of reinforcement

When handling an alert, VixPro AI includes memories from all applicable scopes: server-specific, stack-wide, and org-wide.

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