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├── Architecture

├── The Auditor

├── The Generator

├── Learning Discipline

├── Governance Model

├── Orchestrator

├── Verification Gates

├── Failure Handling

└─ Use Cases

├── Wudd Core (L11)

├── Maktabi Core (L11)

├── Akaunting (L10)

├── Monica CRM (L12)

├── Laravel Framework

├── Mental Model

├── Trust Boundaries (Gates)

├── Failure Taxonomy

├── Error Attribution

├── Trust Boundaries

├── Trust States

├── Non-Learning Tests

├── Enterprise Consistency

Architecture The Auditor The Generator Learning Discipline Governance Model

Orchestrator Verification Gates Failure Handling

Wudd Core (L11)Maktabi Core (L11)Akaunting (L10)Monica CRM (L12)Laravel Framework

Mental Model Trust Boundaries (Gates)Failure Taxonomy Error Attribution Trust Boundaries Trust States Non-Learning Tests Enterprise Consistency

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