Resources

As AI infrastructure costs continue to rise, self-hosting is becoming a practical alternative to expensive cloud GPUs. This article shares my journey of building a high-performance AI workstation capable of running large open-source models locally. I compare the economics of self-hosted and cloud-based AI infrastructure while highlighting the technical challenges involved. The key takeaway: successful AI infrastructure is less about hardware and more about systems engineering, reliability, and long-term cost optimization.