Quiz

2707 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 areas2707 Architecture Fundamentals81 Distributed Systems101 Data Architecture90 Cloud Architecture87 Networking86 API & Integration Architecture78 Reliability & Resilience88 Observability81 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 Architecture90 Data Platform Architecture98 Streaming & Real-Time Data93 Data Governance & Semantics91 Frontend & Experience Architecture91 Edge, Mobile & IoT88 Regulatory & Data Protection Architecture90 Assurance, Audit & Model Risk98

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4 questions in AI Cost Management.

Quiz

A travel platform's AI feature costs vary enormously between interactions and the total is growing faster than usage. Which levers apply, in what order?

An AI feature launched two months ago now costs more per month than the rest of the platform. What do you investigate?

An AI feature was modelled at £0.02 per interaction. Production shows £0.11. Where did the difference come from?

An inference platform receives a burst of expensive long-context requests that would starve short interactive ones. Design admission control, priority classes, token-based limits and batching so interactive latency SLOs hold.