Reducing production risk in modern systems

Chapter 1: Performance testing for APIs

Most teams run performance tests.

Still, incidents still happen because key performance questions remain unanswered.

The most common gaps include:

  • APIs that were never tested
  • Traffic patterns that don’t reflect real usage
  • Results that exist but don’t drive decisions
  • Unclear ownership when risk is detected

Performance testing reduces risk only when it removes these blind spots deliberately.

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What you’ll learn

In this ebook, you’ll learn:

  • Which metrics matter for each test type
  • How teams translate results into release decisions
  • How to design tests that reflect real failure modes
  • How different performance tests expose different types of risk
  • How to identify APIs that require systematic performance coverage

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