Utilities

Azure Storage – Partition Strategy Simulator

Storage throttling is the silent killer of cloud applications — it only surfaces at production scale, and the fix is a schema redesign (the most expensive kind of change). Am sharing zero-install browser simulators here which let you visualize partition behaviour and detect hot-spots before you deploy. No Azure account needed, no costs involved, no hit and trial.

SimulatorWhat It Answers
Blob Storage Will my blob naming pattern create a hot partition server? Compares 6 naming strategies, visualizes partition spread.
Table Storage Will my PartitionKey bottleneck under load? Simulates 6 key strategies, flags partitions exceeding 2,000 ops/sec.
Azure Files Is my file share sized correctly? Models IOPS, throughput, and capacity against tier limits with visual gauges.

Field Maps

Field Maps is a quick and easy way to map Foundational topics (features in a data tech/service) and as Well Architected Framework (aka.ms/waf) pillar features.