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Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.

Kubernetes 1.37 Made Pod Certificates GA: The 4-Test Signer Harness to Run Before You Kill Static Credentials
·Dora Noda·11 min

Kubernetes 1.37 Made Pod Certificates GA: The 4-Test Signer Harness to Run Before You Kill Static Credentials

Kubernetes 1.37 promotes Pod Certificates and Cluster Trust Bundles to stable, with 24-hour X.509 certs issued via PodCertificateRequest. A four-test harness for signer authorization, trust-bundle selection, lifetime refresh, and reload behavior that a self-hosted PaaS should pass before retiring static service-account tokens.

Kubernetes
PaaS
self-hosting
infrastructure
+1
Kubernetes 1.37's Stable Metrics API: What Actually Changes for Metrics Server, HPA, and kubectl top
·Dora Noda·9 min

Kubernetes 1.37's Stable Metrics API: What Actually Changes for Metrics Server, HPA, and kubectl top

Kubernetes 1.37 promotes metrics.k8s.io to stable v1 after nine years in beta — a contract graduation, not a feature. What still needs metrics-server, how kubectl top and HPA behave through the transition, and an ordered checklist for self-hosted Cluster API fleets.

Kubernetes
self-hosting
PaaS
infrastructure
One Bad GPU Shouldn't Sink the Node: Kubernetes 1.37's DeviceTaintRule Goes Stable
·Dora Noda·9 min

One Bad GPU Shouldn't Sink the Node: Kubernetes 1.37's DeviceTaintRule Goes Stable

Kubernetes 1.37 promotes DRA device taints and tolerations to stable: a DeviceTaintRule fences one bad GPU with NoSchedule or NoExecute while the rest of the node keeps serving tenants. The YAML, the dry-run workflow, and what your health-check pipeline must build.

Kubernetes
self-hosting
PaaS
infrastructure
TCPRoute Went Stable, but Somebody Still Has to Own the IP: kube-vip vs Talos BGP vs Hetzner LBaaS
·Dora Noda·10 min

TCPRoute Went Stable, but Somebody Still Has to Own the IP: kube-vip vs Talos BGP vs Hetzner LBaaS

Gateway API 1.6 made TCPRoute portable, but something still has to announce the IP. A worked comparison: kube-vip ARP is free but LAN-bound, Talos BGP is free but needs a peer, and Hetzner LBaaS costs ~€7.49 per TCP service — €37 at five services, €150 at twenty.

self-hosting
PaaS
Kubernetes
cost-optimization
Karmada for Cluster API Fleets: When One Control Plane Stops Being Enough
·Dora Noda·11 min

Karmada for Cluster API Fleets: When One Control Plane Stops Being Enough

Karmada's hub-and-member model promises cross-cluster scheduling, federated quotas, and taint-driven failover for Cluster API fleets — but it doubles your control planes. A verdict-first guide to what it buys, what it costs, and the quarterly ceiling test that says when.

self-hosting
PaaS
Kubernetes
infrastructure
Instant Kubernetes Is 5-10 Minutes, Not Sub-Second: The Real Cost Math of Cluster-per-PR Preview Environments
·Dora Noda·9 min

Instant Kubernetes Is 5-10 Minutes, Not Sub-Second: The Real Cost Math of Cluster-per-PR Preview Environments

A Show HN promised instant Kubernetes with KVM and gRPC; its own numbers say 5-10 minutes per cluster. A scored comparison of five preview strategies and the fleet-scale math — node-hours, cold caches, control-plane sprawl — that decides cluster-per-PR vs namespace-per-PR.

self-hosting
PaaS
Kubernetes
Ingress-NGINX Is Dead: Your Per-Route Migration Playbook Before the November 2026 Cliff
·Dora Noda·13 min

Ingress-NGINX Is Dead: Your Per-Route Migration Playbook Before the November 2026 Cliff

Ingress-nginx was archived in March 2026 and Azure ends managed NGINX patches in November 2026. A concrete migration plan: which annotations Traefik's drop-in provider covers, what must be hand-rewritten as HTTPRoute, and how to cut over one host at a time.

self-hosting
PaaS
Kubernetes
migration
+1
Heroku Is in Sustaining Mode: When to Migrate and What Render, Railway, and Fly.io Really Cost
·Dora Noda·11 min

Heroku Is in Sustaining Mode: When to Migrate and What Render, Railway, and Fly.io Really Cost

Heroku's February 2026 sustaining-mode announcement closed the door on new Enterprise contracts and froze new features. A timing framework for when to leave, a five-way cost table for the same workload on Heroku, Render, Railway, Fly.io, and Hetzner hardware, and where each alternative actually fits.

self-hosting
PaaS
migration
cost-optimization
+1
Heroku's Fir Can't Deploy Your Dockerfile: a Migration Playbook With Real Before-and-After Bills
·Dora Noda·10 min

Heroku's Fir Can't Deploy Your Dockerfile: a Migration Playbook With Real Before-and-After Bills

Heroku's Fir generation can't deploy Docker images and Cedar entered sustaining mode in February 2026. A migration playbook for container teams: what breaks on Fir, how Render, Railway, and Fly.io handle Dockerfiles, and one typical stack priced five ways — $87 on Heroku, ~$35–60 hosted, ~$7 self-hosted.

PaaS
self-hosting
hosting
cost-optimization
+1
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