Cloud
Why Kubernetes keeps killing your AI agents
You can run AI agents on Kubernetes, with conditions. The pod-per-agent assumption is what breaks first, and for most teams the fix is the signal their autoscaler reads, not a new substrate.
Cloud
Cloud
Attacking you costs $5 per try
An operator pointed AI agents at more than a thousand e-commerce sites for an estimated $5 a try and about 23 unattended hours per win. The control that changed in value is knowing what you expose.
Cloud
Why your EC2 quota doesn't guarantee capacity
AWS capacity is not sold out, but the slack is gone, and that makes region and instance family design decisions again. What the error codes, the SLAs and the commitment instruments actually say.
Cloud
How to read a cloud bill that jumped and find out why
A 40% jump rarely has one culprit. How to break the total into places to look, in an order that keeps the product safe.
Cloud
How to answer a SOC 2 request before you have a report
What a prospect means when the security questionnaire asks for SOC 2, how Type I and Type II differ in evidence and time, and what you can honestly send while the report is months away.
Cloud
SOC 2 controls that fail most often, and how to set them up on AWS
Auditor benchmarks show most SOC 2 exceptions come from access reviews, leavers and change approvals. Here is the AWS configuration that makes each one automatic and leaves evidence behind.
Cloud
Who should own your AWS bill, and what each option costs
Native AWS cost tools, third-party FinOps software, an engineer's time and outside help buy different parts of the job. Published prices for each, and how to choose.