Critical Thinking for Engineers

Critical Thinking for Engineers

How engineers think. First-principles reasoning, debugging complex systems, evaluating trade-offs, spotting assumptions, making decisions under uncertainty, and communicating your thinking clearly.

FundamentalsTopics 1–10

·What Is Critical Thinking?
·First Principles Reasoning
·Mental Models Overview
·Confirmation Bias
·Second-Order Thinking
·The 5 Whys
·Facts vs Assumptions
·Logical Fallacies
·Hypothesis Testing
·Decisions Under Uncertainty

Start Fundamentals →

IntermediateTopics 11–20

·Systems Thinking
·Inversion
·Pre-mortem Analysis
·Opportunity Cost
·Bayesian Updating
·Steelmanning
·Identifying Trade-offs
·Root Cause Analysis
·Probabilistic Thinking
·Arguing in Good Faith

Start Intermediate →

AdvancedTopics 21–30

·Epistemic Humility
·Calibrated Confidence
·Fermi Estimation
·Causal Inference
·Cognitive Biases Catalogue
·Decision Journals
·Expected Value Thinking
·Reference Class Forecasting
·Counterfactual Reasoning
·Updating Beliefs Publicly

Start Advanced →

AppliedTopics 31–38

·Engineering Decisions
·Architecture Trade-offs
·Debugging Thinking
·Estimating Project Complexity
·Evaluating Technical Options
·Blameless Post-mortems
·Critical Thinking in Code Review
·Communicating Uncertainty

Start Applied →