Hofstadter's law

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Tasks always take longer than expected, even when this law is considered.

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In context

This law belongs with Murphy's Laws, where small assumptions, timing, and system complexity tend to turn into memorable failures.

Editorial note

Planning estimates remain vulnerable to hidden work even when teams try to compensate for their usual optimism.

Practical example: A migration estimate includes validation and rollback time, then still reserves contingency for unknown data problems.

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