AWS
Practical writing on cloud providers, infrastructure, deployment and cost, from the team behind the BuyCloudExpress catalogue.
How the AWS Free Tier actually works
The AWS Free Tier is three different things wearing one name. Knowing which parts expire, which never do, and which quietly bill you is the difference…
EC2 instance families, decoded
EC2 instance names look like line noise until you learn the pattern. Once you can read them, choosing a shape becomes a two-minute decision instead of…
How to read a cloud bill
A cloud invoice is organised for accounting, not for understanding. Reading it usefully means regrouping it around three questions rather than scrolling the line items.
The egress fee trap
Data going into a cloud is usually free. Data coming out is not, and for some workloads it quietly becomes the largest line on the bill.
Least privilege for cloud IAM, without grinding to a halt
Everyone agrees with least privilege and almost nobody implements it, because the strict version blocks work. Here is a version that survives contact with a real…
What to do when cloud credentials leak
Exposed keys are found by automated scanners within minutes. The order of the first hour's actions determines whether this is an incident or a disaster.
Running model inference on rented hardware
Self-hosting inference makes sense at some volumes and not others. The decision turns on utilisation, latency requirements and how much operational work you want.