Databases & Data Engineering

A Schema That Models the Problem Well Is Worth More Than Any Query Tuning

The most impactful database decision is the schema itself, because a well-designed schema makes queries simple and fast, while a…

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Orderlek Unveils Enterprise-Grade Product Information Management (PIM)

Discover how Orderlek’s native Enterprise PIM enables massive global brands to autonomously manage millions of complex SKUs across hundreds of…

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The N+1 Query Problem Survives Every ORM Meant to Prevent It

Fetching a list and then a related record for each item individually turns one reasonable query into hundreds, and an…

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The Isolation Level You Choose Is a Promise About What Can Go Wrong

The default isolation level of most databases is not the strongest one, and choosing a level is choosing which concurrency…

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A Backup You Have Never Restored Is a Hope, Not a Plan

The only way to know a backup actually works is to restore it, and a backup that has never been…

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An Index the Planner Refuses to Use Is Not a Broken Planner

An index on a low-cardinality column often gets ignored by the query planner, and that is usually the correct decision…

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Your Slow Query Is Probably a Missing Composite Index

Adding an index per column is not an indexing strategy. Column order in composite indexes determines whether they get used…

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Your Data Pipeline Cannot Be Rerun and That Is a Design Flaw

Pipelines that append on every run cannot be safely retried. Making each run replaceable rather than additive is what makes…

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Opening a Database Connection per Request Is a Latency Tax You Pay Forever

Establishing a database connection is expensive, and opening a fresh one for every request adds that cost to every single…

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A Database Migration That Locks the Table Is an Outage With Extra Steps

Adding a column sounds harmless. Adding one with a non-null default on a large table can lock it for the…

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