
Shared vs. Dedicated GPUs for Enterprise AI
Compare dedicated GPUs, MIG, vGPU, and time-slicing for enterprise AI. Learn how isolation, performance, utilization, and workload type affect GPU allocation.
Read field noteField notes / Latest
Engineering notes from operating open infrastructure: the failures, design decisions, and upstream work that make open infrastructure better.
Browse all field notes
Compare dedicated GPUs, MIG, vGPU, and time-slicing for enterprise AI. Learn how isolation, performance, utilization, and workload type affect GPU allocation.
Read field note
Why infrastructure flexibility matters and how open cloud technologies can help organizations adapt as workloads and business needs change.
Read field note
Learn how AI workloads change network design across GPU clusters, storage, east-west traffic, RDMA/RoCE, Kubernetes placement, and production inference.
Read field noteTrends, best practices, and technical deep dives on open source cloud infrastructure.

Learn how to deploy production-grade Kubernetes clusters on bare metal, OpenStack, and public cloud using a single Cluster API-based workflow with Navos. Step-by-step tutorial with manifests.

Data residency is not data sovereignty. The CLOUD Act, CADA, and Canadian procurement policy are forcing a shift toward infrastructure you can control.
Navos runs on unmodified upstream Kubernetes and Cluster API. Learn why that architectural choice matters for portability, multi-cloud, and no-lock-in cluster management.
OpenStack controls infrastructure. Kubernetes orchestrates workloads. For AI, you need both. Learn why the combination delivers what neither can alone.
Hardware cycles are accelerating, regulations are multiplying, and costs are rising. A framework for AI infrastructure decisions that last through 2031.
Learn how mTLS, workload identity, and fine-grained authorization enforce Zero Trust in Kubernetes, a practical guide using Istio, Cilium, and the Navos stack.
OpenStack security is a set of decisions distributed across Keystone, Neutron, Nova, and Barbican. What to change, why it matters, and what breaks if you skip it.
Managed Kubernetes looks affordable — until you add monitoring, security, egress, and labour. Learn what TCO really looks like vs. the sticker price.
88% of CFOs say cloud costs are rising. The board wants answers. Learn how to present a plan built on infrastructure control, not just cost optimization.
OpenStack isn't the right answer for every team or workload, and knowing when it isn't matters as much as knowing when it is. An honest guide to fit, from a team that's been operating it since 2011.