Workstation AI Insights
Articles, reproducible benchmark methodology, architecture diagrams and model-selection guidance for engineers, architects and technical leaders. Not a product announcement blog — an independent editorial lab.
Ten chapters that investigate specialised decision models, agent harnesses, routing, safety and the changing economics of inference — without treating vendor headlines as independent facts.
Hands-on surfaces that stay versioned as models change.
5,000+ word engineering deep dive with architecture, citations and limitations.
Compare systems by metric with source kind filters.
Map workloads to candidate model types and key metrics.
From LLMs to composable AI systems with dated sources.
Business case, Blackwell and NVLink deep dive, sizing maths and four reference set-ups.
A technical publication spanning the stack builders actually ship.
Read the research, then jump into agents, apps and jobs.