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

Railway's $100M AI-Native Cloud vs a $42 Hetzner Box: A Worked Bill Recompute
·Dora Noda·9 min

Railway's $100M AI-Native Cloud vs a $42 Hetzner Box: A Worked Bill Recompute

Railway's $100M AI-native cloud pitch promises 50% savings over hyperscalers, but a line-by-line recompute of a steady API, worker, and Postgres puts the per-second meter at $106.50/month against $42.60 for a flat Hetzner box, with the crossover near 25% utilization.

PaaS
cost-optimization
self-hosting
migration
Let's Encrypt Ended Free mTLS Client Certs on July 8 — the Last Ones Expire This Week
·Dora Noda·10 min

Let's Encrypt Ended Free mTLS Client Certs on July 8 — the Last Ones Expire This Week

Let's Encrypt's last clientAuth certificates expire the first week of October 2026. A five-minute audit to find certs that renew into rejection, and a decision table for moving client-auth issuance to SPIRE, a mesh CA, or private PKI.

security
Kubernetes
self-hosting
PaaS
Kairos + k0rdent + bindy: Is This the 2026 Reference IDP a Small Platform Team Should Copy?
·Dora Noda·11 min

Kairos + k0rdent + bindy: Is This the 2026 Reference IDP a Small Platform Team Should Copy?

k0rdent's first year plus RBC's 50-cluster Kairos build log add up to a credible 2026 reference IDP — adopt the fleet layers (immutable nodes, CAPI lifecycle, OpenCost chargeback) and diverge at the app layer.

Kubernetes
self-hosting
PaaS
infrastructure
Tailscale's Aperture Puts LLM API Keys Behind Network Identity Instead of Env Vars
·Dora Noda·10 min

Tailscale's Aperture Puts LLM API Keys Behind Network Identity Instead of Env Vars

Tailscale's Aperture replaces per-agent LLM API keys with tailnet identity, per-user audit logs, and token-spend attribution. Here's the five-step mechanism, why a mesh vendor built a credential broker, and the parts list for a self-hosted equivalent.

AI agents
LLM
identity
self-hosting
+1
SUSE Put MCP Across Its Whole Portfolio: What a Vendor-Blessed Agent-to-Infra Interface Means for Your PaaS's Own MCP Server
·Dora Noda·12 min

SUSE Put MCP Across Its Whole Portfolio: What a Vendor-Blessed Agent-to-Infra Interface Means for Your PaaS's Own MCP Server

SUSE embedded MCP servers across Rancher Prime and Multi-Linux Manager with AWS, n8n, Revenium, and Stacklok aboard. Here is what a vendor-blessed agent-to-infra interface validates for a PaaS agent API, where its patch-and-monitor scope stops short of the git-push deploy surface, and a checklist for building that surface yourself.

Model Context Protocol
AI agents
Kubernetes
PaaS
0.27s at 37%: What the August Sandbox Burst Benchmark Really Says About Cold-Start Claims
·Dora Noda·12 min

0.27s at 37%: What the August Sandbox Burst Benchmark Really Says About Cold-Start Claims

Daytona's 0.27-second median at 37% success, Modal at 0.88s, E2B at 1.61s: a guided reading of the August burst benchmark, a four-question decoder for any cold-start slide, and the concurrent bar a self-hosted Firecracker pool must clear to claim parity.

AI agents
self-hosting
cloud infrastructure
developer tools
Sonobuoy Conformance as a Fleet Gate: Don't Schedule Tenants on an Unproven Node
·Dora Noda·9 min

Sonobuoy Conformance as a Fleet Gate: Don't Schedule Tenants on an Unproven Node

A two-tier Sonobuoy gate for CAPH-managed Hetzner fleets: taint every new machine at join, prove it with a focused non-disruptive conformance slice, and reserve full certified-conformance for template promotion on a canary cluster.

Kubernetes
self-hosting
PaaS
tutorial
Stop Copying Registry Passwords Into Every Namespace: Kubernetes 1.34 ServiceAccount Image Pulls in Practice
·Dora Noda·12 min

Stop Copying Registry Passwords Into Every Namespace: Kubernetes 1.34 ServiceAccount Image Pulls in Practice

Kubernetes 1.34's beta ServiceAccount token flow replaces per-namespace imagePullSecrets with short-lived, workload-bound pull credentials — how to wire the registry side, bind ServiceAccounts, handle rotation, and test the failure modes before deleting static secrets.

Kubernetes
security
self-hosting
PaaS
+1
Unlimited Apps, One Flat Bill: What PocketBaseCloud's $25 Show HN Pitch Reveals About Per-Project Pricing
·Dora Noda·10 min

Unlimited Apps, One Flat Bill: What PocketBaseCloud's $25 Show HN Pitch Reveals About Per-Project Pricing

PocketBaseCloud's Show HN offers unlimited small apps on a $25 flat slice — we work the N-app math against Supabase per-project metering, Vercel usage billing, and a $6 self-hosted box.

self-hosting
PaaS
cost-optimization
hosting
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