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Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.
Netcup's €8.74 Box vs Hetzner's €42.99 CCX: What a Second EU Provider Actually Costs Your Fleet
After Hetzner's third 2026 hike tripled dedicated CCX pricing, Netcup's RS 1000 G12 offers 4 dedicated EPYC cores for €8.74 — but no CAPH provider, fewer regions, and no declarative machine lifecycle. A fleet-scale recompute with honest gaps.
Kubero Nailed Kubernetes-Native PaaS — But Somebody Still Has to Build the Cluster
Kubero gives you Heroku-like deploys on Kubernetes with GitOps review apps and 160+ templates, but it won't provision the cluster. A table-driven comparison with Coolify and Dokploy shows where single-box ends, where Kubero fits, and why a Cluster API fleet is the missing machine layer.
Kubernetes 1.36 Can Scale to Zero — But Not Like Render Does: What a Self-Hosted PaaS Still Has to Wire
Kubernetes 1.36 keeps HPA scale-to-zero in alpha, disabled by default and limited to External/Object metrics. A concrete walkthrough of what a Cluster API fleet still needs — KEDA HTTP add-on or Knative activator, external metrics, and probe math — to give tenants real scale-to-zero without renting Render's cold-start model.
Fork in 3ms: What Kedge's Snapshot Tree Means for the Next Agent Sandbox
Kedge forks a hardware-isolated microVM in 3ms from a warm-pool snapshot tree — 10,000x faster than a Cluster API Machine on Hetzner. How the architecture works, what it costs, and what a self-hosted fleet must build to match it.
K8gb Hits CNCF Incubating: DNS GSLB for Self-Hosted Clusters Without Route 53
k8gb moved to CNCF Incubating on July 18, 2026 — the first vendor-neutral DNS GSLB to clear the bar. One Gslb CR, two Hetzner regions, and 30-second DNS failover with no Route 53 or Cloudflare LB.
k0rdent 1.0 vs Plain Cluster API: What a Super Control Plane Actually Buys Your Fleet
k0rdent 1.0 pairs Cluster API with a template-driven super control plane for fleet-wide provisioning and FinOps. Here's what its KCM/KOF stack buys over plain CAPH plus Flux — and where the leaner setup still wins.
Hetzner's June 15 Hike Hit CCX 175%: Recomputing What Your Bex Fleet Really Costs
Hetzner split its cloud catalog on June 15 — CX and CAX rose ~33% while CCX and CPX more than doubled. A three-node Bex fleet now spans €16 to €129 a month depending only on which family your MachineDeployment asks for.
410 Gone on October 1: The Pre-Deadline Hetzner Datacenter Audit for Cluster API Fleets
Hetzner's GET /v1/datacenters returns 410 Gone on October 1, 2026 — the last of four stacked removals that already broke datacenter on Servers and Primary IPs July 1. A concrete 15-minute audit and CI guard for every Cluster API, Terraform, and Ansible manifest that still names a datacenter.
Sold Out, Not Priced Out: What Hetzner's "Limited Availability" Means When Your Autoscaler Can't Buy a Server
Hetzner's status page now shows 'Limited availability of Cloud plans' — not a price hike, a sold-out wall. See what that looks like on a CAPH MachineDeployment, the two-pool fallback YAML that survives it, and why a visible queue beats a hosted PaaS's invisible one.
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