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

Render vs Railway vs Fly.io, Recomputed on Hardware You Own
·Dora Noda·11 min

Render vs Railway vs Fly.io, Recomputed on Hardware You Own

ExpressTech priced the same Node-plus-Postgres app on Render, Railway, and Fly.io and found a 5x spread. Recomputing every line item against owned Hetzner hardware: a €4 cloud VM runs it for ~$5/month, a €46 dedicated box wins past six apps, and hosted still takes the bursty and zero-ops cases.

self-hosting
PaaS
cost-optimization
migration
Render Gave Every Service a Deploys Page: The Minimum Deploy Visibility Your Self-Hosted Dashboard Owes You
·Dora Noda·10 min

Render Gave Every Service a Deploys Page: The Minimum Deploy Visibility Your Self-Hosted Dashboard Owes You

Render's September 2026 Deploys page gives every service uncapped deploy history, a Live badge, and rollout status. How kubectl, ArgoCD, Coolify, and Dokploy score against that bar, and the five-item visibility spec a self-hosted fleet dashboard must meet.

PaaS
self-hosting
Kubernetes
developer tools
Your Changelog Tool Got an MCP Server Before Your PaaS Did: What ReleasePad's Agent-Operated Publishing Means for Deploy APIs
·Dora Noda·9 min

Your Changelog Tool Got an MCP Server Before Your PaaS Did: What ReleasePad's Agent-Operated Publishing Means for Deploy APIs

ReleasePad's September 2026 MCP server lets coding agents publish changelogs from a conversation, while most PaaS vendors still ship no agent interface. Why Railway's OAuth-based MCP server is the reference design, and the five-item governance checklist every deploy API needs before agents touch production.

Model Context Protocol
AI agents
PaaS
security
RAM Up 6x, Cloud Bills Up 87 Percent: Where Owning the Box Still Beats Renting the Gigabyte
·Dora Noda·12 min

RAM Up 6x, Cloud Bills Up 87 Percent: Where Owning the Box Still Beats Renting the Gigabyte

OVHcloud warned of 87 percent price hikes as memory costs ran 6x toward 12x. A provider-by-provider tally of 2026's repricing wave, the euros-per-gigabyte math that puts breakeven near 8 GB on performance tiers and 32 GB on shared lines, and what to lock in before the next hike.

self-hosting
PaaS
cost-optimization
migration
Railway's Chat Plugins vs Render's MCP Server: Why One Protocol Server Beats One Integration Per Chatbot
·Dora Noda·9 min

Railway's Chat Plugins vs Render's MCP Server: Why One Protocol Server Beats One Integration Per Chatbot

Railway put its agent inside Slack and Discord; Render put its platform inside every MCP-speaking agent. A side-by-side on why per-chatbot plugins multiply cost while one protocol server compounds — and what a self-hosted PaaS should expose instead.

Model Context Protocol
AI agents
PaaS
self-hosting
Railway's One-Click Redis HA, Priced: What Sentinel-Plus-HAProxy Costs Against Self-Hosted Valkey
·Dora Noda·10 min

Railway's One-Click Redis HA, Priced: What Sentinel-Plus-HAProxy Costs Against Self-Hosted Valkey

Railway's one-click Redis HA converts a standalone service into a Sentinel-plus-HAProxy cluster at roughly $55-80/month metered for a small 3-node setup, against about $18 on owned Hetzner nodes running Valkey. A line-by-line accounting of the failover bundle, its conversion gotchas, and the ops work the meter buys you out of.

self-hosting
PaaS
cost-optimization
migration
+1
Railway's $10/GB Overage Math: The Exact Headroom Point Where One Hetzner Box Wins
·Dora Noda·8 min

Railway's $10/GB Overage Math: The Exact Headroom Point Where One Hetzner Box Wins

Railway's rate card works out to about $10 per GB of RAM and $20 per vCPU each month. A line-by-line recompute puts a modest API-plus-worker-plus-database app near $147 a month — and pins the exact footprint where one Hetzner box becomes the cheaper default.

PaaS
self-hosting
cost-optimization
migration
Railway's 18 Open Roles vs Fly.io's Zero: Why a PaaS Careers Page Is a Terrible Reliability Signal
·Dora Noda·10 min

Railway's 18 Open Roles vs Fly.io's Zero: Why a PaaS Careers Page Is a Terrible Reliability Signal

In July 2026 Railway listed 18 open roles while coming off five major outages, and Fly.io listed zero while raising $25 million. A headcount-vs-incident-record reading of three PaaS vendors, plus a six-signal checklist for judging vendor health before you migrate.

PaaS
migration
infrastructure
hosting
Railway's Guardrails, Rebuilt in Kubernetes: Two Admission Policies That Keep Internal Services Off the Public Internet
·Dora Noda·8 min

Railway's Guardrails, Rebuilt in Kubernetes: Two Admission Policies That Keep Internal Services Off the Public Internet

Railway's April 2026 Guardrails stop non-admins from exposing internal services via public domains or TCP proxies. Here is how to enforce the same two policies on a self-hosted Kubernetes platform with ValidatingAdmissionPolicy and Kyverno.

Kubernetes
PaaS
self-hosting
security
+1
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