Lesson 1Modeling Under UncertaintyJudgment when requirements shift and clarity is rare.Start2 Micro-lessonsMicro lesson 1Ambiguous Requirements TrapMicro lesson 2Overfitting to Current Needs
Lesson 2Scaling and DegradationRecognizing limits and compounding errors in large systems.Start2 Micro-lessonsMicro lesson 1Scaling Blind SpotsMicro lesson 2Silent Degradation
Lesson 3Long-Term Data EvolutionAnticipating and restraining premature changes to data models.Start2 Micro-lessonsMicro lesson 1Premature Schema ChangesMicro lesson 2Legacy Data Consequences