Self-Consistency: Failure Root Cause Analysis

Analyze this production failure through multiple independent reasoning chains.

Incident Data:
{{incident_logs}}

System Metrics:
{{metrics_snapshot}}

Recent Changes:
{{deployment_history}}

Chain 1 - Infrastructure Hypothesis:
Analyze assuming infrastructure is root cause.

Chain 2 - Code Change Hypothesis:
Analyze assuming recent deployment caused issue.

Chain 3 - External Dependency Hypothesis:
Analyze assuming third-party service caused issue.

Chain 4 - Data Quality Hypothesis:
Analyze assuming data corruption or drift caused issue.

For each chain: identify evidence supporting/refuting the hypothesis.
Synthesize findings to determine most likely root cause with confidence score.