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Quiz

2741 questions of the kind that actually get asked — in interviews, in architecture review boards, and by the person who has to run the thing at 3 AM. Every answer states the trade-off rather than the slogan, and says when the obvious choice is the wrong one.

All areas2741 Architecture Fundamentals81 Distributed Systems101 Data Architecture90 Cloud Architecture87 Networking86 API & Integration Architecture78 Reliability & Resilience99 Observability92 Performance & Capacity Engineering90 Security Architecture95 Cost Architecture & FinOps92 Business Architecture93 Architecture Communication91 Enterprise Architecture91 Legacy Modernization92 AI-Era Architecture96 Software Architecture & Engineering84 Architecture Patterns84 Architecture Decision-Making91 The Architect's Meta-Skills92 Delivery & Release Engineering93 Platform Engineering & Developer Experience92 Testing & Quality Architecture102 Data Platform Architecture98 Streaming & Real-Time Data93 Data Governance & Semantics91 Frontend & Experience Architecture91 Edge, Mobile & IoT88 Regulatory & Data Protection Architecture90 Assurance, Audit & Model Risk98
Difficulty Any beginner intermediate advanced

1018 questions.

  1. Infrastructure as Code intermediate

    A platform manages infrastructure with code, but engineers make emergency console changes during incidents that are never reflected back. What problems does this drift cause, and how should it be handled without blocking incident response?

    2 min answer iacdriftincident-responsegitops
  2. Infrastructure as Code intermediate

    During an incident an engineer makes a manual change in the cloud console. It resolves the issue. What should happen next and what should have prevented it?

    2 min answer iacdriftincidentprocess
  3. Infrastructure as Code intermediate

    Half your production changes are made through the console during incidents. The IaC repository no longer matches reality. What do you do?

    2 min answer iacdriftgovernancebreak-glass
  4. Infrastructure as Code intermediate

    Infrastructure is defined as code, but production has drifted from the definitions through manual incident fixes. How should drift be handled, and what is wrong with simply enforcing the code?

    2 min answer renderiacdriftgitops
  5. Ingestion Patterns intermediate

    A platform team proposes one ingestion standard: every source publishes to Kafka and the warehouse loads only from Kafka. That includes 40 SaaS connectors that pull once a day. The argument is one path, one set of tools, and replayability everywhere. Review it — what would you remove, what would you keep and what would you leave alone?

    3 min answer ingestionkafkauniformityoperability
  6. Ingestion Patterns intermediate

    An analytics team extracts daily using a `modified_at` watermark. Reconciliation shows the warehouse has 3% more customers than the source. Why?

    2 min answer cdcingestiondata-quality
  7. Inner Loop & Outer Loop intermediate

    Developers cannot run the system locally — one service needs twelve dependencies. The inner loop is now "push and wait eight minutes". How do you fix it?

    2 min answer developer-experiencetestingarchitecture
  8. Inner Loop & Outer Loop intermediate

    Engineers report that the platform is fine but daily development is slow. Where should a platform team invest?

    2 min answer swiggyinner-loopdeveloper-experiencefeedback
  9. Inner Loop & Outer Loop intermediate Multiple choice

    Sixty engineers each wait for a build roughly 15 times a day. The build takes 4 minutes. Roughly what does that cost a year, and what does the number rule in or out?

    2 min answer developer experiencebuild timeestimationcost
  10. Inner Loop & Outer Loop intermediate

    What distinguishes the inner loop from the outer loop, and where should a platform invest?

    2 min answer inner-loopfeedbackdeveloper-experienceinvestment
  11. InnerSource intermediate

    An organisation adopts an innersource model so teams can contribute to each other's services. It mostly does not happen. What conditions does innersource require?

    2 min answer innersourcecontributionownershipincentives
  12. InnerSource intermediate

    An organisation has published an innersource contribution guide, opened every internal repository, and added a company goal for cross-team contributions. Six months in there have been eleven contributions across 200 repositories. Review the programme.

    3 min answer innersourceincentivesplatform-teamsmaintainer-capacity