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Serving AI Agents with LLMs

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Your question is Serving AI Agents with LLMs. Take a moment with it on the right.

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Problem

How do you handle model inference, pipeline optimization, and servicing AI Agents? Explain concepts related to Transformers, Context Engineering, RAG, Grounding, and Guardrails.

Asked in the AI/ML Fundamentals stage. Virtual interview round focusing on modern LLM architecture and deployment. Focus on how you would serve agentic workflows reliably, not on training a foundation model.