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AI Fluency Curriculum

L1: Casual Consumer

L2: Prompt Engineer

L3: Context Engineer

L4: AI Component Engineer

4.1 AI as Software Component 4.2 Engineering Patterns for AI 4.3 API Integration 4.4 Deterministic Wrappers 4.5 Testing & CI/CD 4.6 Context Compression Patterns 4.7 Can vs. Should: AI Decision Frameworks 4.8 Checkpoint: AI Component Engineer

L5: AI System Engineer

L6: AI Platformizer

Curriculum/AI Component Engineer/4.5 Testing & CI/CD

4.5 Testing & CI/CD

Creating evaluation suites, snapshot tests, and CI/CD pipelines for AI components.

4.4 Deterministic Wrappers 4.6 Context Compression Patterns

AI Fluency Platform

Evidence-based learning for the age of AI