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

Kagent Brings CRD-Native AI Agents to Kubernetes: What It Means for a Self-Hosted PaaS
·Dora Noda·9 min

Kagent Brings CRD-Native AI Agents to Kubernetes: What It Means for a Self-Hosted PaaS

Kagent turns AI agents into Kubernetes objects you version, roll out, and inspect with kubectl. Here is what the Agent CRD, MCP tool servers, and A2A teams replace on a self-hosted PaaS roadmap — and where the platform still owns the problem.

AI agents
Kubernetes
Model Context Protocol
PaaS
+1
Hoplite and the Cloud Coding-Agent Wave: What You're Really Renting When Your Agent Setup Moves Off Your Laptop
·Dora Noda·13 min

Hoplite and the Cloud Coding-Agent Wave: What You're Really Renting When Your Agent Setup Moves Off Your Laptop

Hoplite moves your coding-agent setup — sessions, memories, MCP servers — onto rented cloud sandboxes for $99/seat. A bundle inventory, the lock-in shape, worked rent-vs-own math at 1/5/20 developers, and the five-component self-hosted equivalent.

AI agents
self-hosting
PaaS
cost-optimization
+1
When Hetzner Renamed datacenter to location, a Cost Tool Went Blind
·Dora Noda·9 min

When Hetzner Renamed datacenter to location, a Cost Tool Went Blind

Hetzner removed the datacenter field on July 1, 2026, and a cost-tracking bot went blind: every server 'unknown', plan changes empty, prices from the wrong city. The full failure cascade, the money bugs underneath it, and a runbook for fleet tooling before the October 1 endpoint shutdown.

self-hosting
infrastructure
cost-optimization
engineering
Heroku Is Frozen: What the 2026 Exit Guides Actually Recommend (and the Cost Row None of Them Prices)
·Dora Noda·9 min

Heroku Is Frozen: What the 2026 Exit Guides Actually Recommend (and the Cost Row None of Them Prices)

Heroku entered sustaining mode in February 2026 with no new features and no new Enterprise contracts. A read across the 2026 exit guides maps Render, Railway, Fly.io, and self-hosting to the Heroku workload each fits, plus the priced comparison none of them shows: a typical 190-dollar-a-month dyno topology against metered rivals and a flat-rate box.

PaaS
migration
self-hosting
cost-optimization
Headlamp Ate the Kubernetes Dashboard: What Cluster API Operators Actually Get (and What a Git-Push PaaS Should Still Hide)
·Dora Noda·10 min

Headlamp Ate the Kubernetes Dashboard: What Cluster API Operators Actually Get (and What a Git-Push PaaS Should Still Hide)

The Kubernetes Dashboard is archived and Headlamp is the official successor. What the migration changes for Cluster API operators, what the new CAPI plugin delivers, and where a cluster console belongs in a git-push platform.

Kubernetes
self-hosting
PaaS
developer tools
Shipping a Deploy-Authority MCP Server on Golf: What the Framework Owns and What You Still Build
·Dora Noda·10 min

Shipping a Deploy-Authority MCP Server on Golf: What the Framework Owns and What You Still Build

Golf, a production MCP server framework on FastMCP 4.0, owns auth, telemetry, and transport so you write only agent logic. Here is the exact framework-vs-platform split for an MCP server that deploys to production — plus the credential scoping, deploy API, and audit log no framework builds for you.

AI agents
Model Context Protocol
self-hosting
PaaS
+1
GitLab's CVSS 10.0 File-Read Flaw: The Self-Hosted Patch Playbook for a 24-Hour Probe Window
·Dora Noda·9 min

GitLab's CVSS 10.0 File-Read Flaw: The Self-Hosted Patch Playbook for a 24-Hour Probe Window

CVE-2026-85706 lets unauthenticated attackers read any file off a self-managed GitLab server — and honeypots saw probes within 24 hours of disclosure. The four-step playbook: inventory, patch, forensic triage, and secret rotation.

security
self-hosting
cybersecurity
compliance
Only Two Free Tiers Left: What Render and PythonAnywhere Still Give Away vs. a $5 Hetzner Box
·Dora Noda·11 min

Only Two Free Tiers Left: What Render and PythonAnywhere Still Give Away vs. a $5 Hetzner Box

Only Render and PythonAnywhere still offer free-forever compute in September 2026. A line-by-line comparison of what each survivor covers — including Render's 30-day database cliff — against a ~$5/month Hetzner CX22, and which side of the free-vs-owned line a side project should start on.

self-hosting
PaaS
cost-optimization
hosting
formae Learned Kubernetes. Does a Cluster-API Fleet Still Need Another IaC Layer?
·Dora Noda·10 min

formae Learned Kubernetes. Does a Cluster-API Fleet Still Need Another IaC Layer?

formae's May 2026 release added Kubernetes, Helm, and .tfvars support to its agent-based, state-file-free IaC platform. Here is where it fits on a Cluster-API fleet that is already GitOps-native — and where a second reconciler would only fight the first.

self-hosting
PaaS
Kubernetes
engineering
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