Infrastructure

A hub for compute hardware analysis covering GPUs, CPUs, memory trends, and AI-focused workstation infrastructure.

Промышленные системы искусственного интеллекта зависят не только от моделей и промптов.

A performance engineering hub for running LLMs efficiently: runtime behavior, bottlenecks, benchmarks, and the real constraints that shape throughput and latency.

Strategic guide to hosting large language models locally with Ollama, llama.cpp, vLLM, or in the cloud. Compare tools, performance trade-offs, and cost considerations.