Lesson 1
Ambiguity in Failure Detection
Judgment in uncertain failure signals and restraint in response.
Start2 Micro-lessons
Micro lesson 1
False Positives and OverreactionMicro lesson 2
Ambiguous Symptoms and Uncertain DiagnosisLesson 2
Trade-offs in Recovery Actions
Calibration of intervention versus waiting under pressure.
Start2 Micro-lessons
Micro lesson 1
Premature Recovery and Hidden RegressionMicro lesson 2
Pressure to Act and Systemic InstabilityLesson 3
Long-Term Reliability Costs
Recognizing compounding effects and knowing when not to optimize.
Start2 Micro-lessons
Micro lesson 1
Optimization Fatigue and Reliability DecayMicro lesson 2
Ignoring Minor Failures and Compounding Risk