scalable AI infrastructure 2

https://charlie-wiki.win/index.php/How_to_Run_AI_at_Scale_Without_Breaking_Your_Infrastructure

Scalable AI infrastructure means building systems that can grow with your data and model complexity without constant rewrites. It's not just about adding more GPUs; it's about designing flexible pipelines, cloud-native clusters, and resource orchestration that handle spikes in demand while keeping costs predictable. For teams moving beyond prototypes, this setup is the backbone that turns experimental models into reliable, production-ready services.