MongoDB schema anti-patterns: hidden costs explode

Poor schema architecture in MongoDB creates hidden costs in storage and performance, discovered after production deployment.

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The fact

These anti-patterns include redundant fields, unoptimized nested arrays and missing strategic indexing.

Teams discover these issues too late, after massive infrastructure investments.

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