Quiz
2667 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 areas2667
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 Architecture86
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 Architecture88
Streaming & Real-Time Data93
Data Governance & Semantics81
Frontend & Experience Architecture91
Edge, Mobile & IoT88
Regulatory & Data Protection Architecture90
Assurance, Audit & Model Risk88
56 questions in Legacy Modernization.
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Parallel Run advanced
A financial calculation engine is being replaced and the results must be proven equivalent before cutover. How should a parallel run be designed, and how are discrepancies triaged?
3 min answer parallel-runmigrationreconciliationfinance -
Parallel Run advanced
A logistics platform is replacing its core routing system. Should it run the old and new systems in parallel, and for how long?
2 min answer delhiveryparallel-runverificationcutover -
Parallel Run advanced
You are reimplementing a legacy capability. What does running old and new in parallel find that testing cannot?
2 min answer parallel-runlegacyundocumented-behaviourtriage -
Rebuild vs Re-architect advanced
A 15-year-old system is unmaintainable. The team wants a full rewrite. What do you advise?
2 min answer modernizationriskdecision -
Rebuild vs Re-architect advanced
A platform's core system cannot support a capability the business needs. The team proposes a rebuild. What must be true for rebuild to beat incremental re-architecture?
2 min answer rebuildrewriteincrementalrisk -
Rebuild vs Re-architect advanced
An organisation running Kafka at trillions of messages per day concludes the coordination and rebalancing model no longer fits and builds a replacement. What evidence should exist before replacing a proven system rather than tuning it?
3 min answer linkedinkafkanorthguardreplacement -
Rebuild vs Re-architect advanced
YouTube's database team was running a growing fleet of MySQL instances with sharding logic spread through application code. Rather than replace MySQL or rewrite the application, they built Vitess as a routing tier between the two, open-sourcing it in 2011; it graduated in the CNCF in 2019. What did that choice buy, what did it cost, and where would copying it be a mistake?
3 min answer youtubevitessshardingproxy layer -
Refactoring & Re-architecting advanced
A high-change application is constrained by its structure. What distinguishes refactoring from re-architecting here, and how do you choose?
2 min answer refactoringre-architectureboundariesincremental -
Refactoring & Re-architecting advanced
A team proposes rewriting a critical system from scratch, arguing the existing one is unmaintainable. How do you evaluate this?
2 min answer modernizationrewriteriskstrangler -
Refactoring & Re-architecting advanced
Six months into a two-year re-architecture you become convinced the target architecture is wrong. Walk me through how you raise it and what you propose.
3 min answer decision-reversalstakeholderssunk-coststaff-level -
Refactoring & Re-architecting advanced
When would you re-architect rather than replatform, and how would you sequence it?
2 min answer rearchitectstranglerrewriteincremental -
Replatforming advanced
You have twelve weeks and a large estate. Which replatforming changes do you make and why those?
2 min answer replatformmanaged-servicesprioritisationoperational-burden