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Quiz

2948 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 areas2948 Architecture Fundamentals91 Distributed Systems101 Data Architecture90 Cloud Architecture87 Networking96 API & Integration Architecture87 Reliability & Resilience99 Observability92 Performance & Capacity Engineering100 Security Architecture105 Cost Architecture & FinOps102 Business Architecture103 Architecture Communication102 Enterprise Architecture100 Legacy Modernization102 AI-Era Architecture106 Software Architecture & Engineering93 Architecture Patterns94 Architecture Decision-Making101 The Architect's Meta-Skills102 Delivery & Release Engineering103 Platform Engineering & Developer Experience102 Testing & Quality Architecture102 Data Platform Architecture98 Streaming & Real-Time Data103 Data Governance & Semantics91 Frontend & Experience Architecture101 Edge, Mobile & IoT98 Regulatory & Data Protection Architecture99 Assurance, Audit & Model Risk98
Difficulty Any beginner intermediate advanced

6 questions in Guardrails.

  1. Guardrails advanced

    A platform must prevent harmful outputs in a user-facing AI feature. Where should guardrails sit, and what does each layer catch?

    2 min answer guardrailslayersmoderationfalse-positives
  2. Guardrails intermediate

    An AI feature needs guardrails on inputs and outputs. Where should they run, and what is the latency and reliability consequence?

    2 min answer mistralguardrailssafetylatency
  3. Guardrails intermediate Multiple choice

    An assistant answering questions over customer documents must never show one customer's data to another. Where should that control live?

    3 min answer guardrailstenancyauthorisationretrieval
  4. Guardrails advanced

    An insurance company wants an LLM to draft claim decision letters. What is your architecture?

    2 min answer ai-governanceguardrailshuman-in-the-loop
  5. Guardrails advanced

    Interview prompt. A risk committee asks you to show that the guardrails on your customer-facing assistant work. You have a classifier on inputs and another on outputs, and a 99.7% pass rate in production. Convince me.

    3 min answer guardrailsassurancered-teamfalse-positives
  6. Guardrails intermediate Multiple choice

    Your output safety classifier blocks 0.3% of responses in English and 6% in Portuguese and Turkish. Complaints arrive only from those two markets. The vendor confirms the same model version serves every region and reports no incident. Where do you look first?

    3 min answer guardrailsclassifierscalibrationlocalisation