LLM Inference Optimization 2026: The Shift from Software Tweaks to Hardware-Software Co-Design
Why LLM inference optimization moved from software tweaks to hardware-software co-design, and what it means for Azure-first enterprise teams in 2026.
LLM Inference in Production 2026: Quantization, KV Cache, Speculative Decoding, and the vLLM vs SGLang Decision
Running LLMs in production is a serious engineering discipline. The gap between naive and optimized inference is the difference between a viable product and an expensive failure.