Architecting for AI & Closing the Loop

Part 7: The Frontier & The Defense

Part 7, “The Frontier & The Defense,” is the last Part before the course turns to hands-on tutorials, and it closes the course’s arc rather than opening a new one. Every layer built across Parts 1 through 6 — storage, modeling, ingestion, transformation, operations, and serving — gets tested here against the newest and least forgiving consumer class (AI workloads), then held up for scrutiny the way a real decision gets held up in an organization: documented, defended, and second-guessed. The three topics move from extending the platform to serve AI, to turning the whole course’s worth of decisions and mistakes into a durable record (ADRs, anti-patterns, war stories), to a capstone that applies all of it end-to-end and defends the result to a board.

mindmap
  root((Architecting for AI & Closing the Loop))
    ("Architecting for AI: Feature Stores, Vector DBs, RAG")
    ("ADRs, Anti-Patterns & War Stories")
    ("Capstone: Designing and Defending an AI-Ready Platform")

Topics

#	Topic
1	Architecting for AI: Feature Stores, Vector Databases, RAG & Governance Guardrails
2	Architecture Decision Records, Anti-Patterns & War Stories
3	Capstone: Designing and Defending an AI-Ready Platform to the Board

| ← Previous: Data Products & the Data Mesh Operating Model | Next: Architecting for AI: Feature Stores, Vector Databases, RAG & Governance Guardrails → | |:—|—:|

Architecting for AI & Closing the Loop

Topics

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