Quiz
2908 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 areas2908
Architecture Fundamentals91
Distributed Systems101
Data Architecture90
Cloud Architecture87
Networking86
API & Integration Architecture87
Reliability & Resilience99
Observability92
Performance & Capacity Engineering100
Security Architecture95
Cost Architecture & FinOps102
Business Architecture103
Architecture Communication102
Enterprise Architecture100
Legacy Modernization92
AI-Era Architecture96
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
5 questions in Warehouse Migration.
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Warehouse Migration advanced
A retail company is migrating its warehouse to a new platform. What makes these migrations fail, and what sequence reduces the risk?
2 min answer myntramigrationparityconsumers -
Warehouse Migration advanced
An organisation is migrating from a legacy data warehouse to a modern platform. How should it be sequenced, and why do these migrations so often end with both systems running permanently?
2 min answer migrationwarehousedecommissioningparallel-run -
Warehouse Migration advanced
An organisation migrates its warehouse to a new platform. What dominates the effort, and what makes these migrations fail?
2 min answer warehouse-migrationtransformation-logicconsumersverification -
Warehouse Migration advanced
During a warehouse migration parallel run, 40 reports produce different numbers on the new platform. How do you proceed?
2 min answer migrationreconciliationstakeholders -
Warehouse Migration advanced
Your analytics platform ingests change data from an operational estate that was split into 480 logical shards in 2021 and then spread across a larger number of physical database hosts in 2023, the arrangement Notion has described publicly. Your connectors, offsets and target tables are all configured per host. What does that physical move do to the downstream pipeline, and what design turns the next one into a configuration change rather than a re-ingest?
3 min answer notionshardingcdcingestion contract