AI/ML Integration June 15, 2026
When the Cloud Math Stops Working: Consolidating Dev Environments and Moving GPUs On-Prem
A 25-developer team was running its dev environments on three duct-taped tools and a GCP fleet dominated by two always-on A100 GPUs. Consolidating onto Cloudflare Zero Trust removed the dependency on cloud VMs — and that one property is what made moving the whole environment, GPUs included, on-prem possible. Here's the switch, the math, and what I'd tell another owner.
9 min read
Read more
