Library / Maintenance Engineering and Management Principles Framework
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MNT.13:8 - Common Anti-Patterns and How to Avoid Them

Fewer failures are read as a better policy without exposure. Recover a compatible comparison. A dashboard target is improved by recoding failures rather than changing functioning. Preserve event meaning and compare the actual programme contribution.

Every incomplete causal explanation becomes a research programme. Return the supported maintenance decision first and select only the inquiry that can improve a real next use.