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Prevent Hot Shards with Bucket-Based Indexes

Jim KnicelyMarch 25, 2026

🚀 Introduction In distributed databases, not all indexes are created equal. Some indexes look perfectly fine… until your system scales. A classic […]

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When Slow Clients Become Your Bottleneck (ClientRead Waits Explained)

Jim KnicelyMarch 23, 2026

When diagnosing performance issues in YugabyteDB, it’s easy to focus on: ● Query plans ● Tablet distribution ● RPC latency But sometimes […]

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Instantly Estimate Row Counts (Smart, Fast, and Composite-Key Aware)

Jim KnicelyMarch 23, 2026

Getting a row count in YugabyteDB seems simple: SELECT COUNT(*) FROM transfers; But in a distributed system, this is: ● A full-table […]

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Why ORDER BY Can Sort a Value Differently Than What You See

Jim KnicelyMarch 19, 2026

Sometimes a query result looks wrong at first glance… until you realize YugabyteDB is doing exactly what the type system told it […]

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