1. Availability Mathematics intermediate Multiple choice

    A service depends on four components, each independently 99.9% available, called in sequence on every request. What is the resulting availability, and what does this imply about architecture?

    2 min answer availabilitydependenciesredundancymath
  2. Availability Mathematics intermediate

    A stakeholder requires 99.99% availability. Your service depends on five internal services each offering 99.9%. What do you say?

    2 min answer availabilitydependenciesrequirements
  3. Availability Mathematics advanced

    A stakeholder wants a video streaming service at 99.99% availability. Walk through whether that is the right target and what it would take.

    2 min answer netflixslocostrequirements
  4. Chaos Engineering advanced

    A dependency fails only under high load, so normal testing never exposes it. How should load testing, fault injection, capacity experiments and traffic shadowing be combined to find it?

    2 min answer swiggychaosload-testingfault-injection
  5. Chaos Engineering intermediate

    A mobility platform wants to start chaos engineering. Its dispatch system is business-critical and the team is nervous. What is a responsible starting sequence, and what must exist first?

    2 min answer chaos-engineeringresilience-testingblast-radiusgrab
  6. Chaos Engineering intermediate

    A team wants to adopt chaos engineering after reading about it. What must be in place first, what is the correct progression, and what does chaos engineering not tell you?

    3 min answer netflixchaos-engineeringgame-daysresilience-testing
  7. Chaos Engineering advanced

    Leadership read about Chaos Monkey and wants chaos engineering in production next month. Your last three incidents were caused by known unfixed reliability issues. What do you say?

    2 min answer netflixchaosprerequisitesjudgement
  8. Chaos Engineering advanced

    What is the first chaos experiment you would run on a system you have just inherited, and what must be in place first?

    2 min answer chaoslatency-injectionnetflixprerequisites
  9. Degradation Modes advanced

    A crypto aggregator's upstream exchange feeds become unreliable during extreme market volatility - the moment users most need them. How should stale data, provider failover, breakers, caching and user-facing warnings interact?

    2 min answer coinswitchmarket-datastalenessfailover
  10. Degradation Modes advanced

    An e-commerce platform designs explicit degradation modes for extreme demand events. What must be true of the mode ladder for it to work on the day?

    2 min answer degradationload-sheddingflash-salerehearsal
  11. Degradation Modes advanced

    Define three degradation modes for a real-time marketplace. What triggers each, what stops working, and how does the system return to normal?

    2 min answer degradation-modesuberprioritisationload-shedding
  12. DR Testing intermediate

    A core internal service has run continuously for three years. What risk does that create?

    2 min answer awscold-startrecoverytesting