The knowledge hub is where the reasoning lives: how the platforms differ, what a configuration figure actually buys you, and what to do in the first hour of owning an account. It is organised by topic rather than by product, so you can read your way to a decision before you look at prices.
There are 57 guides across 7 topics, plus 45 head-to-head provider comparisons.
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Multi-Provider Cloud Strategy: The Practical Version
Using more than one provider is usually right for cost and leverage and usually wrong as a redundancy plan. How to split workloads along…Read the guide
Cloud Accounts for Researchers and Academic Workloads
Research computing has an unusual shape: bursty demand, fixed grants, reproducibility requirements and data that often cannot move. What that implies for a cloud…Read the guide
Cloud Accounts for Agencies Managing Client Infrastructure
Running infrastructure for other people is a different problem from running your own. Separation, billing, access and exit are the four that decide whether…Read the guide
Cloud Accounts for Startups: The First Twelve Months
The decisions that are cheap now and expensive in a year: account structure, provider choice, commitments, and what not to build yet.Read the guide
Choosing a Cloud Provider for AI Workloads
For AI work the usual provider comparison changes shape: accelerator availability, data gravity and managed model services matter more than instance pricing.Read the guide
Cloud Accounts for AI Training: Planning the Run Before You Start It
Training jobs fail for operational reasons far more often than mathematical ones. Checkpointing, data staging, quotas and interruption handling decide whether a run finishes.Read the guide
Running LLM Inference on Your Own Cloud Account
Self-hosting a language model is a capacity planning problem more than a machine learning one. What decides whether it is cheaper than an API,…Read the guide
GPU Cloud Instances: What They Are For and What They Cost You
A GPU instance is a different kind of machine with different constraints — availability, memory, data movement and billing granularity all behave unlike ordinary…Read the guide
Autoscaling: What It Fixes and What It Hides
Autoscaling handles predictable variation well and sudden spikes badly. What it requires from the application, what it costs, and the failures it can disguise.Read the guide
Serverless vs Virtual Machines: A Practical Comparison
Serverless changes the billing unit, the failure modes and the constraints. Where it is clearly better, where it is clearly worse, and why most…Read the guide
Kubernetes: When the Complexity Pays for Itself
Kubernetes solves a specific set of problems very well and charges a permanent operational tax for the privilege. The signals that say you have…Read the guide
Containers on a Cloud Account: What Actually Changes
Containers change how software is packaged and deployed, not how much server you need. What genuinely improves, what gets harder, and the smallest sensible…Read the guide
Managed Databases vs Running Your Own
A managed database costs more per month and less per incident. What you are actually buying, what you give up, and when self-hosting is…Read the guide
Load Balancers: When You Need One and When You Do Not
A load balancer distributes traffic, and that is the least interesting thing it does. Health checks, TLS termination and zero-downtime deploys are usually the…Read the guide
Estimating Cloud Costs Before You Build
A cost estimate you can defend needs four inputs and an hour. What to count, what people consistently leave out, and how to keep…Read the guide
Cutting Cloud Costs Without Taking Anything Down
Most cloud savings come from deleting things nobody uses, not from clever architecture. A sequence that removes cost in order of risk, starting with…Read the guide
Setting a Cloud Budget Alert Before You Need One
Budget alerts are free on every platform, take a few minutes, and turn a month-end shock into a Tuesday afternoon question. How to set…Read the guide
On-Demand, Reserved and Spot: Three Ways to Pay for the Same Server
The same virtual machine has several prices depending on what you promise the provider. What each commitment model trades away, and which workloads suit…Read the guide
Reading a Cloud Provider's Terms Before You Build on Them
The acceptable use policy decides what you are allowed to run, and the data processing terms decide where it may live. Both are short,…Read the guide
Handing Over a Cloud Account: A Checklist for Agencies and Teams
Cloud accounts outlive the people who created them. What to record, transfer and revoke so a handover does not become an archaeology project.Read the guide
Migrating a Workload Between Cloud Providers Without Downtime
Most of a provider migration is inventory and DNS, not servers. A sequence that keeps the old environment running until the new one has…Read the guide
Monitoring a Cloud Server Without a Large Observability Stack
Four signals and three alerts will catch most of what goes wrong on a small deployment. What to watch, what to ignore, and how…Read the guide
Snapshots vs Backups: What Each One Actually Protects
A snapshot is a fast copy of a disk in the same account. A backup is a tested, separated copy of your data. Conflating…Read the guide
Firewall Rules for a New Cloud Server: The Minimum Safe Default
Two firewalls, one policy: deny everything, then open exactly what you serve. What belongs open, what never does, and why management ports are the…Read the guide
SSH Keys and the First Login: Securing a New Cloud Server
A new public IP is scanned within minutes. The small set of changes that turns a default server into one that survives the internet,…Read the guide
Account Age, Verification and Why New Cloud Accounts Are Limited
New cloud accounts start with low limits and heavier checks. Why providers do that, what it means for planning a launch, and how to…Read the guide
What a 99.99% Uptime SLA Actually Promises
An SLA is a billing agreement, not an engineering guarantee. What the percentages translate to in minutes, what the credits are worth, and where…Read the guide
Egress and Bandwidth Charges: The Line Item People Forget
Data leaving a cloud network is usually billed, and it is the item most often missing from a cost estimate. How egress works, where…Read the guide
Block, Object and File Storage: Which One Your Workload Wants
Three kinds of cloud storage that are not interchangeable. What each one is good at, what it costs you in practice, and the mistakes…Read the guide
How Much RAM a Cloud Server Needs, and How to Tell
Memory is the resource that fails hardest when you underestimate it. How to size it from measurements instead of guesses, and what the symptoms…Read the guide
Cloud VPS vs Shared Hosting: What Actually Changes
The move from shared hosting to a cloud VPS changes who is responsible for the machine. What you gain, what you take on, and…Read the guide
Kamatera Pricing Explained: What Actually Drives the Bill
What genuinely moves a Kamatera bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With a Kamatera Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on Kamatera.Read the guide
UpCloud Pricing Explained: What Actually Drives the Bill
What genuinely moves a UpCloud bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With an UpCloud Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on UpCloud.Read the guide
Hetzner Pricing Explained: What Actually Drives the Bill
What genuinely moves a Hetzner bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With a Hetzner Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on Hetzner Online.Read the guide
Oracle Cloud Pricing Explained: What Actually Drives the Bill
What genuinely moves a Oracle Cloud bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With an Oracle Cloud Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on Oracle Cloud Infrastructure.Read the guide
OVHcloud Pricing Explained: What Actually Drives the Bill
What genuinely moves a OVHcloud bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With an OVHcloud Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on OVHcloud.Read the guide
Linode Pricing Explained: What Actually Drives the Bill
What genuinely moves a Linode bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With a Linode Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on Linode (Akamai).Read the guide
DigitalOcean Pricing Explained: What Actually Drives the Bill
What genuinely moves a DigitalOcean bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With a DigitalOcean Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on DigitalOcean.Read the guide
Azure Pricing Explained: What Actually Drives the Bill
What genuinely moves a Azure bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With an Azure Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on Microsoft Azure.Read the guide
Google Cloud Pricing Explained: What Actually Drives the Bill
What genuinely moves a Google Cloud bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With a Google Cloud Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on Google Cloud Platform.Read the guide
AWS Pricing Explained: What Actually Drives the Bill
What genuinely moves a AWS bill — the billing model, the recurring culprits, and the habits that keep the monthly figure predictable.Read the guide
Getting Started With an AWS Account: The First Hour
The setup that is quick now and awkward later: securing the login, spending alerts, region choice and first resource on Amazon Web Services.Read the guide
How Cloud Billing Works, and How Bills Get Out of Hand
Cloud bills are rarely surprising because compute is expensive. They are surprising because of data transfer, forgotten resources and per-request pricing nobody modelled.Read the guide
Your First Hour With a New Cloud Account
Six things to do before you deploy anything. They take under an hour and prevent the three failures that actually hurt: a surprise bill,…Read the guide
AWS vs Google Cloud vs Azure: How the Big Three Actually Differ
All three will run your workload. They differ in what they make easy, what they make expensive, and what they assume you already have.Read the guide
Cloud Regions and IP Location, Explained
Region decides latency, legal exposure and which services you can even switch on. IP location is a separate thing again — and conflating them…Read the guide
What vCPU Actually Means on a Cloud Account
A vCPU is not a CPU, and two accounts with the same vCPU number can perform very differently. Here is what the figure describes…Read the guide
How to Choose a Cloud Provider: A Framework That Survives Contact With Reality
Most provider comparisons start with feature lists. Start with your workload instead — four questions decide the platform before price ever enters the conversation.Read the guide
Read first, then choose the account
Every guide links back to the configurations it describes. When you know what you need, the catalog lists exactly what is available on each platform.