1. Non-Functional Test Strategy advanced

    Which non-functional properties can be tested pre-release, and which can only be verified in production?

    2 min answer non-functionalperformanceresilienceproduction
  2. NoSQL Stores advanced

    A chat platform stores billions of messages in a wide-column database and hits severe tail-latency problems on hot partitions during large-community activity. Analyse why the storage choice is right but the partitioning is wrong, and what the fix looks like.

    2 min answer nosqlwide-columnpartitioningtail-latency
  3. NoSQL Stores advanced

    A professional network computes "people you may know" from the connection graph. Some accounts have hundreds of thousands of connections. What breaks?

    2 min answer linkedingraphskewtraversal
  4. NoSQL Stores intermediate

    A team needs a store for derived data that is bulk-loaded from offline jobs, updated in real time, and read at very low latency. Why does this workload get its own system rather than reusing the primary online database?

    2 min answer airbnbmusselderived-datakey-value
  5. NoSQL Stores intermediate Multiple choice

    A team proposes replacing PostgreSQL with a document store because "it scales better". Current load is 800 writes per second. What is your response?

    2 min answer nosqlrelationalamazondynamo
  6. NoSQL Stores intermediate

    A team wants to move a workload from PostgreSQL to a document store because "the schema keeps changing". What do you ask?

    2 min answer nosqlschemamigrationdecision-making
  7. OAuth 2.0 & OIDC advanced

    A developer platform issues OAuth tokens to third-party applications. What scope design decisions determine whether the platform can be operated safely long term?

    2 min answer oauthscopesleast-privilegethird-party
  8. OAuth 2.0 & OIDC intermediate Multiple choice

    A developer platform ships a CLI that must act as the signed-in user on machines that may have no browser at all - SSH sessions on servers and containers in continuous integration. Which OAuth flow should the CLI use?

    3 min answer oauthdevice grantpkcecli
  9. OAuth 2.0 & OIDC beginner Multiple choice

    A mobile client sends its OAuth access token as `?access_token=...` because an intermediate proxy strips the Authorization header. Six weeks later the live token values appear in a CDN edge log that 60 engineers can query and in a partner's referrer report. Which change actually closes this?

    3 min answer oauthbearer-tokenloggingtoken-leakage
  10. OAuth 2.0 & OIDC advanced

    A single-page app has used the OAuth implicit flow since 2017 and keeps the access token in localStorage. Security wants authorization code with PKCE behind a backend-for-frontend holding a cookie session. 180000 daily users and 40 third-party embeds must not be logged out. Sequence the migration.

    3 min answer oauthpkcebackend-for-frontendmigration
  11. OAuth 2.0 & OIDC intermediate

    A team proposes the OAuth password grant for your first-party mobile app because "it is our own app". Respond.

    2 min answer oauthmobileauthentication
  12. Observability advanced

    A commerce platform can tell that its peak-day checkout success rate has dropped, but cannot tell which of forty services is responsible. What is missing, and in what order should it be added?

    2 min answer observabilitytracingattributionpeak-events