Backend & APIs

Every Endpoint Formatting Errors Differently Is a Tax on Every Client

An API that returns three different error shapes depending on which endpoint or which failure occurred forces every client to…

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Databases & Data Engineering

Your Analytics Query Is Slow Because Row Storage Was the Wrong Choice

A row-oriented database reads every column of every matching row even when your query only needs three of them. Analytical…

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Databases & Data Engineering

The Slowest Query Is the One You Never Looked At

Database performance problems are usually not mysterious — they are specific queries that are slow, and the first step is…

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Backend & APIs

A Job Queue Will Eventually Run the Same Job Twice

At-least-once delivery is the practical guarantee almost every queue actually provides, and a job handler that assumes exactly-once will eventually…

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Backend & APIs

A Service That Does Not Handle SIGTERM Drops Requests on Every Deploy

Every deployment sends a termination signal before killing the old process, and a service that ignores it drops whatever requests…

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Backend & APIs

Rate Limiting Is a Product Decision, Not Just a Security Control

The limits you set on an API communicate what you expect from your clients, and getting them wrong either lets…

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Frontend Engineering

Stop Reaching for useMemo: How Re-Renders Actually Work

Most memoization in React codebases costs more than it saves. Understanding when re-renders are actually expensive is what separates real…

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Mobile Development

The App Store Review Is a Gate, and the App Should Be Designed to Pass It

App store review is a gate that every release must pass, and an app that is not designed with the…

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Mobile Development

Mobile Performance Is About the User’s Device, Not the Developer’s

An app that runs smoothly on the developer's high-end device may run poorly on the user's older or lower-end device,…

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Databases & Data Engineering

Databases & Data Engineering: Connection Leaks Rarely Look Like Leaks

A connection leak does not crash anything immediately. It slowly consumes the pool until an unrelated feature starts timing out…

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