Intelligent Technology Leadership: A First Principles Guide for the Modern CTO
by Jeremy Wilson
A first principles framework for technology leadership in the age of intelligent systems. Use the sidebar to browse by part and chapter, or search for specific topics.
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The New Paradigm
Chapter 2:The Eight Foundational Truths
Truth 1: Speed of Learning Beats Perfection of PlanTruth 2: Intelligence Is a Commodity Infrastructure LayerTruth 3: Human-Machine Symbiosis Outperforms Either AloneTruth 4: Local Optimization Destroys Global SystemsTruth 5: Ethics Is Not External to Engineering—It Is EngineeringTruth 6: Organizational Structure Determines Technical OutcomesTruth 7: Failure Is Signal, Failure Without Learning Is WasteTruth 8: Custodial Leadership Is Active HarmThe Decision ProtocolThe Leadership Decision MatrixMental Models for Recurring DecisionsThe Daily Standup QuestionsThe Emergency ProtocolMeasurementThis Week
Making It Real
Chapter 3:Practical Applications
Truth 1 in Practice: Speed of Learning Beats Perfection of PlanTruth 2 in Practice: Intelligence Is a Commodity Infrastructure LayerTruth 3 in Practice: Human-Machine Symbiosis Outperforms Either AloneTruth 4 in Practice: Local Optimization Destroys Global SystemsTruth 5 in Practice: Ethics Is EngineeringTruth 6 in Practice: Organizational Structure Determines Technical OutcomesTruth 7 in Practice: Failure Is Signal, Failure Without Learning Is WasteTruth 8 in Practice: Custodial Leadership Is Active HarmMeasurement: The Application ScorecardThis Week
Chapter 4:The Metrics System
A Rule Before We BeginSection 1: Foundational Truth MetricsSection 2: Decision Protocol MetricsSection 3: Leadership Decision Matrix MetricsSection 4: Mental Model MetricsSection 5: The Weekly Leadership ScorecardSection 6: The Three-Tier DashboardSection 7: Anti-Patterns and Gaming DetectionSection 8: Implementation RoadmapMeasurement: Are Your Metrics Working?This Week
The Architecture of Anti-Fragile Systems
Chapter 5:Building Anti-Fragile Systems
The Core Belief: Why Most AI System Design FailsProgressive Order ArchitectureEvolution Through Maturity StagesWhat This Is NotWhat This Is: An Organizational Operating SystemMicroservices Principles Applied to Agent ArchitectureArchitectural PrinciplesThe Transformation: From Tools to OrganizationsCommitmentsMeasurementThis Week
Leading Through Hard Conversations
Chapter 6:The Six Hard Conversations
The Core InsightThe Six Irreducible Truths for Hard ConversationsConversation 1: On AI and HeadcountConversation 2: On "One Engineer Per Team"Conversation 3: On AI StrategyConversation 4: On "Moving Faster"Conversation 5: On AI-Generated Code SafetyConversation 6: On Being HeardThe Conversation ProtocolThe Post-Conversation ProtocolThe Emergency ReframeMeasurementThis Week