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gh-jeremylongshore-claude-c…/commands/track-response-times.md
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description
description
Track and optimize response times

Response Time Tracker

Implement comprehensive response time tracking and optimization.

Tracking Areas

  1. API Endpoints: HTTP request/response times
  2. Database Queries: Query execution times
  3. External Services: Third-party API latency
  4. Frontend Rendering: Page load and render times
  5. Background Jobs: Async task execution times

Metrics to Track

  • P50, P95, P99 Percentiles: Response time distribution
  • Average Response Time: Mean latency
  • Max Response Time: Worst-case scenarios
  • Time Series Data: Response time trends

Process

  1. Identify all application endpoints and operations
  2. Design response time instrumentation strategy
  3. Implement timing middleware/decorators
  4. Create monitoring dashboards
  5. Define SLO thresholds
  6. Generate optimization recommendations

Output

Provide:

  • Response time instrumentation code
  • Monitoring configuration
  • Dashboard setup (Prometheus, Grafana, etc.)
  • SLO definitions with percentile targets
  • Alert rules for degraded performance
  • Optimization strategies for slow endpoints