Foundation Learning Path
The production AI learning path.
Five ordered Modules build one coherent practice—from framing an AI system to controlling agentic behavior in production.
Complete public Sample Lesson
Designing a production RAG boundary
Read one complete Lesson—from answer contract to release checklist—before entering the protected learning workspace.
Public access boundary: Module scope is public. Full Lesson bodies require sign-in.
- 01
AI System Foundations
Frame an AI system's production boundary before choosing a technique
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Retrieval-Augmented Generation
Design grounded systems whose evidence can be evaluated and operated
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Evaluation and Guardrails
Measure quality before you ship and hold safe operating limits after
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LLMOps and Observability
Operate prompts, models, cost, and evidence as a running system
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Agentic Systems
Bound tools, state, delegation, and autonomy with explicit controls
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