Skip to main content

Blog

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

MCP Bets H2 2026 on Server Cards: What Your Registry-Less Server Must Hand-Roll Today
·Dora Noda·10 min

MCP Bets H2 2026 on Server Cards: What Your Registry-Less Server Must Hand-Roll Today

The July 2026 MCP spec shipped stateless transport and a mandatory server/discover RPC but left pre-connect Server Cards experimental. Here is the concrete manifest, capability advertisement, and trust signaling a registry-less deploy-from-chat server builds today so the eventual card format is a migration, not a rewrite.

Model Context Protocol
AI agents
self-hosting
security
450+ MCP Servers Catalogued and Quality-Scored Daily: What the Ecosystem Census Says About the Tool Sprawl Your Deploy Platform Inherits
·Dora Noda·12 min

450+ MCP Servers Catalogued and Quality-Scored Daily: What the Ecosystem Census Says About the Tool Sprawl Your Deploy Platform Inherits

A daily census grades 453 MCP servers an average of 16.3 out of 100. Here is what that number means for platform teams, the security gap the score does not cover, and a bless-or-block rubric for governing tenant agent tools.

Model Context Protocol
AI agents
security
self-hosting
MCP's 10,000-Server Problem: Building an Allowlisted, Audited Tool Catalog Before an Agent Can Deploy to Your Fleet
·Dora Noda·10 min

MCP's 10,000-Server Problem: Building an Allowlisted, Audited Tool Catalog Before an Agent Can Deploy to Your Fleet

With 10,000+ public MCP servers and most scanned servers needing security review, connecting an agent to a tool is now a governance problem. A tiered, allowlisted tool catalog design — plus a deploy-from-chat walkthrough — for teams running agents against production.

Model Context Protocol
AI agents
security
self-hosting
Kubernetes Shipped a Sandbox API for AI Agents: What a Declarative Singleton-Workload Primitive Means for a Deploy-From-Chat PaaS
·Dora Noda·10 min

Kubernetes Shipped a Sandbox API for AI Agents: What a Declarative Singleton-Workload Primitive Means for a Deploy-From-Chat PaaS

SIG Apps' Agent Sandbox CRD collapses the hand-rolled StatefulSet-plus-Service-plus-PVC stack into one declarative resource for stateful AI agent runtimes. Here is how the four CRDs work, what the gVisor-vs-Kata choice costs, and which parts a self-hosted platform should adopt now.

Kubernetes
AI agents
self-hosting
Model Context Protocol
Your API Server Still Proxies Every kubectl exec in 1.36: What ExtendWebSocketsToKubelet Really Moves and the 4 Checks Before You Upgrade
·Dora Noda·9 min

Your API Server Still Proxies Every kubectl exec in 1.36: What ExtendWebSocketsToKubelet Really Moves and the 4 Checks Before You Upgrade

Kubernetes 1.36 did not cut the API server out of the exec path — it turned it into a pass-through proxy. What really moved to the kubelet, the RBAC change that actually matters, and four checks to run before you upgrade.

Kubernetes
security
self-hosting
infrastructure
KEP-5677: Tell Tenants 'No GPU Left' Up Front Instead of Parking Their Pods in Pending
·Dora Noda·11 min

KEP-5677: Tell Tenants 'No GPU Left' Up Front Instead of Parking Their Pods in Pending

Kubernetes 1.37's second alpha of KEP-5677 turns GPU availability into a readable API object. Here is how a self-hosted PaaS turns that per-pool snapshot into a tenant-facing capacity page and a fast admission-time refusal instead of pods stuck in Pending.

Kubernetes
AI agents
self-hosting
infrastructure
Hetzner Traffic Overage Math: €1/TB on Owned EU Boxes vs $150/TB on Render, and What It Means for Tenant Bandwidth Pricing
·Dora Noda·9 min

Hetzner Traffic Overage Math: €1/TB on Owned EU Boxes vs $150/TB on Render, and What It Means for Tenant Bandwidth Pricing

Hetzner Cloud bundles 20 TB of pooled traffic per server with €1/TB overage, while Render charges $150/TB past a 25 GB allowance. Here is the worked math at four egress levels and what flat bandwidth costs mean for pricing tenants on a self-hosted PaaS.

self-hosting
PaaS
cost-optimization
Hetzner Is Giving Away Free Inference. Should Your Fleet Still Run Its Own vLLM?
·Dora Noda·11 min

Hetzner Is Giving Away Free Inference. Should Your Fleet Still Run Its Own vLLM?

Hetzner's free OpenAI-compatible inference API gives self-hosted teams zero-capex model access — but rate limits, 5–10s p99 latency, and a scaled-down catalog define what 'free' actually guarantees. Here is the rent-vs-own math and a checklist for when to build your own vLLM.

self-hosting
PaaS
cost-optimization
AI agents
Hetzner DNS Makes the RRSet TTL Required on September 30: Audit Your DNS Automation Before Updates Start Failing
·Dora Noda·9 min

Hetzner DNS Makes the RRSet TTL Required on September 30: Audit Your DNS Automation Before Updates Start Failing

On September 30, 2026, Hetzner starts rejecting RRSet TTL updates that omit the ttl field. Here is which callers are already safe, which break, and a 20-minute audit to prove your DNS automation is compliant before the cutoff.

self-hosting
PaaS
Kubernetes
infrastructure
+1
Showing 469–477 of 3495 posts

Subscribe

New posts land in your reader as soon as they publish. Pick a format — all three carry the same posts.

Current feeds keep roughly two days of posts so daily polling does not miss a burst. Older entries stay reachable from the feed's next-page link in readers that follow it, or from the blog archive.

Following one topic instead? Browse tags