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Dora Noda

Dora Noda

Software Engineer

2304 posts · View all authors

Headlamp's Knative Plugin Surfaces Traffic Splitting and Scale-to-Zero in One View: What a Serverless Runtime Actually Needs From a Cluster API Fleet's Ingress Layer
·Dora Noda·10 min

Headlamp's Knative Plugin Surfaces Traffic Splitting and Scale-to-Zero in One View: What a Serverless Runtime Actually Needs From a Cluster API Fleet's Ingress Layer

The June 2026 Headlamp plugin makes Knative traffic splits and scale-to-zero state visible in one view. Here is what those primitives buy a git-push PaaS, the Gateway API stack a Cluster API fleet must run underneath, the cold-start bill tenants pay, and why scale-to-zero should be opt-in for production routes.

Kubernetes
PaaS
self-hosting
infrastructure
+1
Healthchecks.io Walks Off Managed S3: The Egress-and-Request-Fee Math of Self-Hosting Object Storage
·Dora Noda·11 min

Healthchecks.io Walks Off Managed S3: The Egress-and-Request-Fee Math of Self-Hosting Object Storage

Healthchecks.io moved 14M objects off managed object storage onto one dedicated server — and paid more. The real math: ~$390/mo in S3 PUT fees vs $2.74 storage, the egress trap priced out, what self-hosting adds to the pager, and when running state on your own metal wins.

self-hosting
PaaS
cost-optimization
infrastructure
+1
The 4GB RAM Price Gap: What Hetzner at $4 vs Heroku at $260 Actually Buys You
·Dora Noda·10 min

The 4GB RAM Price Gap: What Hetzner at $4 vs Heroku at $260 Actually Buys You

A 4GB-RAM machine costs $4 on Hetzner and $250+ on Heroku. Re-verified 2026 prices, an itemized look at what the 14x–125x premium buys, and a break-even table that prices in your own ops hours.

PaaS
self-hosting
Kubernetes
cost-optimization
+1
Hetzner Raised Prices Three Times in Six Months: The "Just Use a Cheap Hetzner Box" Math, Recomputed
·Dora Noda·12 min

Hetzner Raised Prices Three Times in Six Months: The "Just Use a Cheap Hetzner Box" Math, Recomputed

Hetzner repriced three times in six months, pushing dedicated-vCPU and bare-metal lines up 2.3-3.7x on June 15, 2026. A line-by-line recompute of the self-hosting-vs-managed-PaaS math on the new price list — including the tier where an 11x advantage compressed to 4x, and why self-healing fleets forfeit grandfathered pricing.

self-hosting
PaaS
cost-optimization
infrastructure
+1
Metering Your Tenants: Build a Kubernetes Metrics Exporter for Railway-Style Usage Showback
·Dora Noda·10 min

Metering Your Tenants: Build a Kubernetes Metrics Exporter for Railway-Style Usage Showback

Build a small Go exporter that turns cAdvisor's CPU, working-set memory, and network counters into per-app usage statements priced at Railway's public meters — plus the five cAdvisor pitfalls that silently corrupt naive per-container accounting.

Kubernetes
PaaS
self-hosting
cost-optimization
+1
Kubernetes v1.37's Deprecation Sweep: The Migration Inventory a Cluster API Fleet Needs Before August 26
·Dora Noda·10 min

Kubernetes v1.37's Deprecation Sweep: The Migration Inventory a Cluster API Fleet Needs Before August 26

Kubernetes v1.37 lands August 26, 2026, and the July 31 sneak peek already names every deprecation and breaking change. Here is the full migration inventory for a Cluster API fleet — ipvs kube-proxy, static-pod Secret refs, cgroup v1, SELinuxMount GA — with the audit command and deadline for each.

Kubernetes
self-hosting
PaaS
migration
+1
45-Day Let's Encrypt Certificates Are Here: The Renewal-Automation Bar Every Self-Hosted PaaS Now Has to Clear
·Dora Noda·12 min

45-Day Let's Encrypt Certificates Are Here: The Renewal-Automation Bar Every Self-Hosted PaaS Now Has to Clear

Let's Encrypt's tlsserver profile dropped to 45-day certificates on May 13, 2026, and the default follows by 2028. A five-point audit of what a halved renewal window demands from a self-hosted PaaS's ACME pipeline: percentage-based margins, retry isolation, external expiry alerting, ARI, and 1-hour authorizations.

security
infrastructure
self-hosting
PaaS
+1
OpenAI's Presence Ships With Engineers, Not a Deploy Button: What the Gap Between Enterprise Agents and Git-Push Reveals
·Dora Noda·11 min

OpenAI's Presence Ships With Engineers, Not a Deploy Button: What the Gap Between Enterprise Agents and Git-Push Reveals

OpenAI launched Presence with engineer-led deployments instead of a self-service console. A decomposition of its six-stage process shows which half genuinely needs consultants — and which half is deploy-and-operate mechanics a git-push platform already made a one-command path.

openai
AI agents
PaaS
self-hosting
+1
OpenCost 1.121 Brings Inference Cost Tracking to Kubernetes: Metering GPU Token Workloads Like Any Other Tenant
·Dora Noda·10 min

OpenCost 1.121 Brings Inference Cost Tracking to Kubernetes: Metering GPU Token Workloads Like Any Other Tenant

OpenCost 1.121 adds per-inference cost metering to Kubernetes, so self-hosters can finally measure dollars per million tokens per tenant. We decompose owned vs leased vs rented GPU vs API costs, find the utilization crossover, and wire vLLM token metrics into a multi-tenant showback report.

Kubernetes
cost-optimization
self-hosting
LLM
+1
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