As a Lead AI Engineer, implement error budget management for our AI system. ## SLO Definitions {{slo_definitions}} ## Current Performance {{current_performance}} ## Team Structure {{team_structure}} Design error budget management: **SLO Framework** - Latency SLOs (P50, P95, P99) - Availability SLOs - Quality SLOs (accuracy, hallucination rate) **Error Budget Calculation** - Budget allocation methodology - Burn rate alerting - Budget consumption tracking **Policy Enforcement** - Feature freeze triggers - Incident severity classification - Recovery procedures **Reporting** - Weekly budget reports - Trend analysis - Stakeholder dashboards Provide: - SLO configuration templates - Alerting rules - Policy documentation
Error Budget Management for AI Systems
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Implement comprehensive error budget management for AI systems with SLO frameworks, burn rate alerting, and policy enforcement mechanisms.
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Category
AnalysisUse Cases
Error budgetsSLO managementReliability engineering
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claude-sonnet-4-20250514gpt-4o
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