Lesson 1
System Limits Under Pressure
How automation systems degrade and fail under stress.
Start2 Micro-lessons
Micro lesson 1
Hidden Fatigue in ActuatorsMicro lesson 2
Sensor Drift During OverloadsLesson 2
Optimization and Its Costs
When optimizing industrial automation creates new vulnerabilities.
Start2 Micro-lessons
Micro lesson 1
Over-Optimization and FragilityMicro lesson 2
Ignoring Rare EventsLesson 3
Human Intervention and System Drift
How manual overrides and small adjustments create long-term instability.
Start2 Micro-lessons
Micro lesson 1
Manual Overrides: Short-Term Relief, Long-Term DriftMicro lesson 2
Small Adjustments, Big Consequences