Testing Production Real Data Usage

Sub-skill of testing-production: Real Data Usage (+3).

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Real Data Usage (+3)

Real Data Usage

  • Use production-like test data, not placeholder values
  • Test with actual file uploads, not mock files
  • Validate with real user scenarios and edge cases

Infrastructure Testing

  • Test against actual databases, not in-memory alternatives
  • Validate network connectivity and timeouts
  • Test failure scenarios with real service outages

Performance Validation

  • Measure actual response times under load
  • Test memory usage with real data volumes
  • Validate scaling behavior with production-sized datasets

Security Testing

  • Test authentication with real identity providers
  • Validate encryption with actual certificates
  • Test authorization with real user roles and permissions

vamseeachanta/workspace-hub/tree/main/.agents/skills/_archive/development/testing/testing-production/real-data-usage commit cdbb4440af

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