1. AI-Era Architecture intermediate Multiple choice

    A client wants an assistant that answers questions from 50,000 internal documents which change weekly. RAG or fine-tuning? What actually determines the quality?

    2 min answer ragllmretrievalarchitecture
  2. AI-Era Architecture advanced

    An LLM feature that worked last week now gives worse answers. Nothing was deployed. How do you find out what changed, and what should have been in place?

    2 min answer prompt-managementevaluationversioningllm
  3. AI-Era Architecture advanced

    You are asked to give an internal AI agent access to the customer database, the ticketing system and outbound email so it can resolve support tickets. What is your response?

    2 min answer agentssecurityprompt-injectionhitl
  4. API & Integration intermediate Multiple choice

    You are designing APIs for a platform with a web app, a mobile app, internal service-to-service traffic and third-party partners. What do you expose, and where?

    2 min answer restgraphqlgrpcapi-design
  5. Architecture Fundamentals intermediate

    A team shows you a design with eight services. Without knowing the domain, what questions tell you whether the boundaries are right?

    2 min answer couplingcohesionboundariesreview
  6. Architecture Fundamentals intermediate

    Instagram served 14 million users with three engineers on Django and Postgres. What does that tell you about how to choose an architecture for a new product?

    2 min answer case-studyinstagramsimplicitypragmatism
  7. Architecture Patterns intermediate

    Design a URL shortener handling 100 million new links per month and 10 billion redirects. Where is the real difficulty?

    2 min answer system-designcachingscalingstorage
  8. Architecture Patterns intermediate Multiple choice

    Orders must trigger inventory reservation, a confirmation email, an analytics record and a fraud check. Queue, topic, or both — and what breaks if you choose wrong?

    2 min answer pubsubqueuesevent-drivencompeting-consumers
  9. Architecture Patterns advanced Multiple choice

    Prime Video reported a 90% cost cut by consolidating a serverless distributed service into one process. Does that mean microservices were the wrong choice, and what is the actual decision rule?

    2 min answer case-studymicroservicesserverlesscost
  10. Auditability advanced

    Design the audit logging for a system handling financial transactions. What is logged, where does it go, and what makes it hold up?

    2 min answer auditintegrityretentioncompliance
  11. Authentication advanced

    You must roll out MFA to 40,000 employees. Security wants hardware keys; the service desk fears the call volume. Design the rollout.

    2 min answer mfaphishing-resistantrolloutrisk
  12. Authorization advanced

    A document collaboration product needs sharing with individuals, teams, and inherited folder permissions. Which authorization model?

    2 min answer authorizationrebacrbacmodelling