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

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
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
CNCF Says MCP Gateways Belong in the Platform. Here's What That Actually Requires
·Dora Noda·12 min

CNCF Says MCP Gateways Belong in the Platform. Here's What That Actually Requires

MCP gateways are now a CNCF Platform Engineering 2.0 pillar. Here's what a gateway does that an ad-hoc MCP server doesn't — OAuth 2.1 auth, per-caller rate limits, deny-by-default tool scoping, poisoning detection — and how much of it a self-hosted PaaS control plane already absorbs.

Model Context Protocol
AI agents
security
PaaS
Mimir vs Cortex vs Thanos: Picking the Multi-Tenant Metrics Backend for a PaaS That Bills by Usage
·Dora Noda·11 min

Mimir vs Cortex vs Thanos: Picking the Multi-Tenant Metrics Backend for a PaaS That Bills by Usage

Mimir, Cortex, and Thanos compared as the multi-tenant metrics backend for a self-hosted PaaS that bills by usage — per-tenant cardinality isolation, cost attribution for chargeback, and owned-capacity footprint, with a decision table.

Kubernetes
self-hosting
PaaS
infrastructure
+1
Only LLM Spans Should Cost Money: Span-Class-Aware Billing for Agent Observability
·Dora Noda·9 min

Only LLM Spans Should Cost Money: Span-Class-Aware Billing for Agent Observability

Span-class-aware metering prices LLM spans while tracing tool calls free — the worked cost math, which vendors already do it, and an OTel Collector recipe for self-hosted agent observability.

AI agents
LLM
Model Context Protocol
self-hosting
+1
The Fly-Plus-Neon Stack: What an 8,700 km Gap Between App and Database Really Costs
·Dora Noda·9 min

The Fly-Plus-Neon Stack: What an 8,700 km Gap Between App and Database Really Costs

A real 2026 production stack ran Fly.io compute in Johannesburg against Neon Postgres in Frankfurt. We total both bills, budget the 150 ms latency floor, and price the consolidated alternative.

PaaS
cost-optimization
self-hosting
migration
Weaveworks Died. Flux Didn't: The Community-Run GitOps Comeback vs Argo CD's Hub-and-Spoke
·Dora Noda·12 min

Weaveworks Died. Flux Didn't: The Community-Run GitOps Comeback vs Argo CD's Hub-and-Spoke

Two years after Weaveworks shut down, Flux CD ships v2.9.5 backed by Microsoft, GitLab, and ControlPlane — we audit the comeback evidence and compare its toolkit model against Argo CD's hub-and-spoke for self-hosted platforms.

Kubernetes
self-hosting
PaaS
developer tools
Every PaaS Ships an MCP Server Now: Dokploy vs. Railway in the Agent-Interface Race
·Dora Noda·10 min

Every PaaS Ships an MCP Server Now: Dokploy vs. Railway in the Agent-Interface Race

Dokploy mirrors all 508 API endpoints as MCP tools while Railway curates ten hosted tools plus a TypeScript deploy-your-own guide — an operation-by-operation comparison across deploy, logs, env, and rollback, and the nine-item checklist a self-hosted Render-compatible MCP surface must clear.

Model Context Protocol
AI agents
PaaS
self-hosting
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