
What’s Changing in AI Infrastructure | ALL IN 2026
Explore the AI infrastructure themes that stood out at ALL IN 2026, from GPU capacity and Kubernetes to data residency, operations, and production readiness.
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
Explore the AI infrastructure themes that stood out at ALL IN 2026, from GPU capacity and Kubernetes to data residency, operations, and production readiness.
Read field note
VEXXHOST reflects on ALL IN 2026 in Montréal, sharing conversations around AI infrastructure, GPUs, Kubernetes, data residency, and production readiness.
Read field note
What makes private cloud difficult to operate? Explore Day 2 operations, upgrades, automation, capacity, skills, and managed cloud options.
Read field noteTrends, best practices, and technical deep dives on open source cloud infrastructure.

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.
Most organizations waste 95% of their GPU spend without knowing it. Run this five minute audit to find the leaks and fix them before the next invoice.
The fix to platform team understaffing isn't hiring more — it's building on infrastructure where monitoring, security, and upgrades come built in.