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Technical guidance for observability, guardrails, permissioning, and automation in one first-party documentation surface.

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Observability Model

Cyiro's approach to comprehensive AI operations visibility.

docs.cyiro.comproduction-ready guidance

Three pillars of observability

Runtime evidence, policy decisions, and vendor context.

  • Runtime Evidence: Complete request/response trails with metadata
  • Policy Decisions: Guardrail evaluations with pass/fail outcomes
  • Vendor Context: Provider changes correlated with runtime events
  • Correlated Timelines: Unified view of incidents and their causes

Data retention strategy

Balancing compliance requirements with operational needs.

  • Hot Storage: 30 days of high-frequency runtime data
  • Warm Storage: 90 days of aggregated metrics and events
  • Cold Storage: 1 year of compliance-critical audit logs
  • Export Capabilities: API and batch export for long-term archival