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# Defensive patterns
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English | [中文](defensive-patterns.zh.md)
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Hard-won bug-class rules: each pattern below is a class of defect that actually shipped or nearly shipped here, stated as the rule that prevents its recurrence. Read this before writing lifecycle, concurrency, subprocess, or teardown code. Test-tier counterparts (real entry path, world-verification, resource ownership) are in [testing.md](testing.md).
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## Report orthogonal outcomes independently
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