226 posts tagged with "Cost Optimization"
Cloud vs owned-hardware cost breakdowns and bill analysis
Encore.dev Promises No Terraform — Until You Self-Host
Encore.dev's pitch is that declaring a database in your app code replaces writing Terraform. That's true — on Encore Cloud. Self-host the same app and you're back to provisioning infrastructure by hand and handing Encore a config file. A worked look at where the automation actually stops, and what it costs when it doesn't.
Fly.io's Managed Postgres Costs $38/Month Before You've Added the App
Fly.io's Managed Postgres starts at $38/month plus $0.28/GB storage — and that's before the app talking to it is billed. A line-by-line worked comparison against running Postgres on the same Hetzner box already hosting the app.
GPU Inference's Hidden Egress Tax: The 22-31% Line Item Nobody Prices In
2026 cost teardowns keep finding the same thing: GPU-hours are barely half an inference bill once a service actually serves traffic at volume. Here's the worked math on AWS, Azure, and GCP showing where the other 22-31% goes — and an honest look at what self-hosting the serving layer removes versus what it doesn't.
The 2026 'PaaS First' Consensus Has a Blind Spot: Who Owns the Machines
Hacker News flipped its default from Kubernetes-first to PaaS-first in 2026 — but the argument for skipping Kubernetes and the argument for handing your infrastructure to a vendor are not the same argument, and most 2026 takes conflate them.
Northflank Has Four Kubernetes Modes. Only One Puts You in the Driver's Seat
Northflank markets four ways to run Kubernetes under its platform. Three of them mean Northflank's software still operates the control plane — only one hands that job to you. Here's the breakdown, with real numbers.
The $2 Million Threshold: What Building Your Own Platform Actually Costs
A cloud bill supposedly needs to hit $2M a year before building your own platform beats renting one — except that $2M is platform-team payroll, not an infrastructure bill, and running a self-hosted PaaS on owned hardware gets the same capability for roughly a third to two-thirds of the cost.
What Bunnyshell and Okteto Actually Charge for 'Namespace Per PR' — And What It Costs to Build Once
A line-by-line breakdown of what Bunnyshell's per-minute meter and Okteto's per-seat fee actually cost a mid-size team's PR preview environments each month, versus building the same namespace-per-PR workflow on owned Cluster API infrastructure.
Hetzner's GEX131 GPU Server: What €889/Month for a Blackwell RTX PRO 6000 Buys Against AWS's g5.xlarge
Hetzner's GEX131 costs more per month than AWS's g5.xlarge — but a third as much per gigabyte of VRAM. Here's the worked cost-per-GB math across on-demand, spot, and reserved AWS pricing, plus what 96GB of VRAM actually unlocks that 24GB can't.
Kamaji Turns Kubernetes Control Planes Into Pods — But It Only Cuts the Control-Plane Bill, Not the Worker-Node One
A worked cost model for Kamaji's Cluster API control-plane provider: what running tenant control planes as pods actually removes from a self-hosted fleet's bill, what it leaves untouched, and where its shared-kernel isolation stops being enough.