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Production Debugging & Incident Response Playbook · Lesson

Measuring Blast Radius and Steady-State Hypotheses

Define a measurable steady state, form falsifiable hypotheses, and bound the blast radius so chaos experiments are safe, scientific, and informative.

Chaos as a Scientific Method

Chaos engineering is not random breakage; it is an experiment. Like any experiment, it needs a hypothesis, a controlled variable, and a measurable outcome.

This lesson focuses on the steady-state hypothesis and bounding the blast radius.

Defining Steady State

Steady state is your system's normal, healthy behavior expressed as measurable output, not internal metrics.

  • Good: orders completed per minute, p99 latency
  • Weak: CPU usage, memory

Steady state should reflect what users experience.

All lessons in this course

  1. Principles of Chaos Engineering
  2. Tools and Platforms for Chaos Experiments
  3. Building Resilience into System Design
  4. Measuring Blast Radius and Steady-State Hypotheses
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