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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As a Lead AI Engineer, implement error budget management for our AI system.

## SLO Definitions
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## Current Performance
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## Team Structure
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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

Details

Category

Analysis

Use Cases

Error budgetsSLO managementReliability engineering

Works Best With

claude-sonnet-4-20250514gpt-4o
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