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Debugging Under Pressure - Learning Roadmap | Nemorize

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Learning Topics

This roadmap covers the following topics:

✅ The Moment of Crisis

✅ Panic Response Patterns
- ⚪ The Tunnel Vision Effect
- ⚪ Cognitive Load Under Stress
- ⚪ The First 60 Seconds
✅ Anti-Patterns to Avoid
- ⚪ The Random Change Trap
- ⚪ Premature Root Cause Fixation

✅ Finding Truth Under Noise

✅ When Dashboards Lie
- ⚪ Aggregation Blindness
- ⚪ Sampling Artifacts
- ⚪ Missing Data vs Zero Data
✅ Logs vs Metrics vs Traces
- ⚪ When to Use Logs
- ⚪ When to Use Metrics
- ⚪ When to Use Traces
⚪ Temporal Reasoning
- ⚪ The Change Window
- ⚪ External Factors

✅ Triage Before Diagnosis

⚪ Stop vs Understand
- ⚪ Mitigation First Principle
- ⚪ Preserve Evidence
✅ Reversible Actions First
- ⚪ Feature Flags and Kill Switches
- ⚪ Traffic Shaping
- ⚪ Rollback vs Push Forward
- ✅ Why Doing Nothing Is Sometimes Correct

✅ Debugging in Distributed Reality

✅ Partial Failure Patterns
- ⚪ The One Bad Node Problem
- ⚪ Misleading Correlations
- ⚪ Split-Brain Scenarios
✅ Slow vs Broken
- ⚪ Timeout Cascades
- ⚪ Resource Exhaustion Patterns
✅ Cascading Failures
- ⚪ Feedback Loops
- ⚪ Dependency Chain Reactions

✅ Humans in the Loop

⚪ Decision Fatigue
- ⚪ Rotation and Handoffs
- ⚪ Energy Management
✅ Command Structure
- ⚪ The Incident Commander Role
- ⚪ The Loudest Person Effect
- ⚪ Communication Patterns
✅ How Incidents Actually End
- ⚪ Declaring Resolution
- ⚪ Post-Incident Monitoring

✅ Turning Scars into Architecture

✅ What Incidents Reveal
- ⚪ Coupling Problems
- ⚪ Missing Boundaries
- ⚪ Backpressure Gaps
✅ Redesign vs Accept
- ⚪ High-Leverage Changes
- ⚪ Acceptable Risks
- ⚪ Building Resilience Patterns

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