Lesson 1Ambiguity in Tree DesignHow ambiguity in tree structure leads to subtle failures.Start2 Micro-lessonsMicro lesson 1Hidden Ambiguity in Node AssignmentMicro lesson 2Delayed Failure from Over-Splitting
Lesson 2Trade-offs in Tree OptimizationJudging optimization trade-offs and their delayed effects.Start2 Micro-lessonsMicro lesson 1Optimization That BackfiresMicro lesson 2Cost of Ignoring Rare Cases
Lesson 3Limits and Scaling in TreesRecognizing system limits and scaling risks in tree structures.Start2 Micro-lessonsMicro lesson 1Scaling Beyond Safe LimitsMicro lesson 2Restraint in Tree Expansion