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commands/analyze-logs.md

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+---
+description: Analyze logs for performance insights
+---
+
+# Log Analysis Tool
+
+Analyze application logs to identify performance issues and optimization opportunities.
+
+## Analysis Areas
+
+1. **Slow Requests**: Identify requests exceeding latency thresholds
+2. **Error Patterns**: Detect recurring errors and exceptions
+3. **Resource Warnings**: Find resource exhaustion warnings
+4. **Query Performance**: Extract slow database queries from logs
+5. **Traffic Patterns**: Analyze request patterns and spikes
+6. **Exception Trends**: Track exception frequency over time
+
+## Process
+
+1. Define log aggregation strategy
+2. Set up structured logging if not present
+3. Configure log parsing and indexing
+4. Create performance-focused log queries
+5. Build log analysis dashboards
+6. Set up log-based alerts
+
+## Output
+
+Provide:
+- Structured logging implementation guide
+- Log aggregation setup (ELK, Loki, CloudWatch, etc.)
+- Performance analysis queries
+- Dashboard configurations showing:
+  - Slow request distribution
+  - Error rate trends
+  - Performance degradation events
+- Alert rules based on log patterns
+- Log retention and cost optimization recommendations