AI Engineering Platform Blueprint¶
Treat AI systems like any other production platform — with identity, observability, evaluation, and cost controls.
What you will learn¶
- Model serving versus retrieval versus agents
- Evaluation harnesses and regression gates
- Data boundaries and prompt or tool injection risks
- FinOps for inference and embedding workloads
Production scenarios¶
- Internal developer assistants with audited tool access
- Customer-facing RAG with private corpora
- Agent workflows that call cloud APIs safely