AI Serving the Machine: How LLM Inference Runs at Planetary Scale
From PagedAttention to GB200 racks, from token economics to MCP — a systems engineer's tour of how frontier models serve millions of users simultaneously.
#llm-inference
#gpu-architecture
#vllm
#pageattention
#continuous-batching
#mcp
#api-design
#quantization
#speculative-decoding
#ai-engineering
