ScaleCloud Resource Center

Technical Articles

Timely analysis, tutorials, and opinion from ScaleCloud architects on the cloud and AI landscape.

10 resources

Incident Postmortem Template for Cloud Operations

The template deliberately has no field for "who made the mistake" — it has fields for "what made the mistake possible" and "what would…

SRE and Observability: Moving Beyond Dashboards to Actionable Signals

The classic three pillars matter, but SLOs (service level objectives) tied to user-facing outcomes are what actually connect observability data to business impact —…

DevOps and CI/CD Maturity Assessment

Answer five questions about your current DevOps practices. Your results include a maturity level and a tailored set of recommended next steps.

Hardening Kubernetes Clusters for Production: A DevSecOps Guide

Enforce the "restricted" Pod Security Standard at the namespace level before adding any other control — this alone closes the majority of container escape…

What IAM permissions does a Terraform service principal actually need for AKS?

Avoid granting Owner or subscription-level Contributor purely for convenience — scope the service principal to the specific resource group(s) it manages, and rotate its…

Terraform Module Standards Reference

Every module follows the same file layout — main.tf, variables.tf, outputs.tf, and a versions.tf pinning provider versions — with every variable documented with a…

Implementing GitOps with Argo CD: A Step-by-Step Platform Guide

Separate application source code repositories from a dedicated GitOps configuration repository — mixing them makes it harder to enforce different review policies for code…

How should I structure Terraform state for a multi-environment landing zone?

A shared state file across environments is the single most common cause of a Terraform apply accidentally affecting production while intending to change staging.