vLLM Deep Dive: How PagedAttention, Continuous Batching and the V1 Engine Serve LLMs in Production

Excellent deep dive into vLLM internals. The distinction between continuous batching and PagedAttention memory fragmentation is often conflated, and your explanation of the V1 engine architectural shifts makes the trade-offs much clearer for production deployments.