Define validation, bring-up, and qualification strategy for new platforms - including the telemetry and reliability targets they need to hit in the fleet - and track the technology roadmaps and vendor landscape that shape what we deploy in the short and long term. The skillsets we need span power, cooling, mechanical, interconnect, signal integrity, data and control plane, system management, reliability and serviceability - applied across networking, compute, storage, and accelerator systems.