1. Retries & Backoff intermediate

    A wallet platform sees intermittent failures from a downstream bank, and its own retries turn a partial degradation into a total outage. What combination of controls prevents a retry storm?

    2 min answer mobikwikretry-stormbackoffjitter
  2. Retries & Backoff advanced

    During a regional degradation, a mobility platform's services perform millions of retries against a slow dependency, and the dependency never recovers until traffic is manually cut. Analyse the failure and identify which four controls would have prevented it.

    2 min answer retriesretry-stormmetastable-failuregrab
  3. Sagas & Compensation advanced

    A long-running customer workflow spanning payment, verification, notification and fulfilment must survive worker crashes and deploys mid-flow. Compare a hand-written saga with a durable-execution engine.

    2 min answer temporalsagadurable-executionworkflow
  4. Sagas & Compensation advanced

    A marketplace charges the customer, pays the merchant, pays the courier and takes a fee. Design the transaction, and say what happens if the courier payment fails.

    2 min answer marketplacesagapaymentscompensation
  5. Sagas & Compensation intermediate

    A service updates its database and then publishes an event. Occasionally downstream systems are missing records. Diagnose and fix.

    2 min answer consistencymessagingoutbox
  6. Sagas & Compensation advanced

    A shipping aggregator books a shipment across carrier, warehouse, payment and notification systems, with no shared transaction available. Which coordination pattern fits, and what are the compensations that cannot exist?

    2 min answer shiprocketsagacompensationlogistics
  7. Sagas & Compensation advanced

    Design the order-fulfilment saga for a marketplace where sellers can cancel, buyers can cancel, payments can fail asynchronously hours later, and items are unique. What states and compensations are required, and where does orchestration beat choreography?

    2 min answer sagaorchestrationchoreographycompensation
  8. Sagas & Compensation advanced

    In an order saga, the shipment service permanently rejects an order after the card has been captured. What now?

    2 min answer sagacompensationpivotexceptions
  9. Service Discovery advanced

    A mobility platform grows from a monolith to hundreds of services and finds that client-side load balancing libraries in five languages behave inconsistently during failures. What architectural move addresses this, and what does it cost?

    2 min answer service-discoveryservice-meshsidecarlyft
  10. Service Discovery intermediate Multiple choice

    A multi-tenant SaaS platform uses a service registry for discovery. The registry becomes unavailable during an incident. What should happen to running traffic, and what does that requirement imply about the design?

    1 min answer freshworksservice-discoverystatic-stabilitycaching
  11. Service Discovery intermediate Multiple choice

    Every deployment produces a 30-second burst of connection errors, even though the new instances are healthy. The registry shows correct data. What is the most likely cause?

    2 min answer service-discoverydeploymentdnsgraceful-shutdown
  12. Service Discovery advanced

    Your service registry becomes unavailable. Every service is healthy. What happens, and what should happen?

    2 min answer discoverystatic-stabilityavailabilitycaching