Databases & Data Engineering

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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Databases & Data Engineering

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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Backend & APIs

An Error Response That Does Not Say What to Do Is Not an Error Response

A client that receives an error with no indication of what went wrong or what to do about it is…

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Databases & Data Engineering

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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System Design

Sharing a Database Between Microservices Defeats the Point of Having Them

Splitting a monolith into separate deployable services while leaving them all reading and writing the same database preserves every coupling…

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Databases & Data Engineering

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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System Design

Load Balancing Is Not Just Distribution; It Is About Failure and State

A load balancer does more than spread traffic — it is the mechanism for handling failures and for managing state,…

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Mobile Development

A Crash Report Without Symbols Is a Stack of Meaningless Addresses

A crash from a production build reports memory addresses, not function names, and without the matching debug symbols for that…

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System Design

Retrying a Failing Dependency Without a Circuit Breaker Makes the Outage Worse

A dependency that is struggling under load gets a flood of retries from every caller treating each failure as transient,…

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Databases & Data Engineering

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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