Testing
Azure Container Apps Testing: Scaling, Revisions, and Health Checks
Azure Container Apps (ACA) is Microsoft's serverless container platform built on Kubernetes and KEDA.
DevOps
Latest
Testing
Setting Up Pact Broker and PactFlow for Contract Testing
The Pact Broker is the hub of your contract testing workflow. Consumers publish pacts to it.
AWS
AWS EKS Testing: Integration Tests for Kubernetes Workloads
AWS EKS adds a Kubernetes control plane on top of AWS infrastructure, which means you're testing both Kubernetes abstractions and AWS-specific behavior.
AWS
AWS ECS and Fargate Integration Testing: Complete Guide
Testing containerized workloads on AWS ECS and Fargate requires a different mindset than testing traditional server-based applications.
AWS
AWS CloudFormation Testing: From Linting to Deployment Validation
CloudFormation templates grow from 50 lines to 5000 lines. They define VPCs, IAM policies, RDS instances, and load balancers.
Testing
Ansible Molecule with Docker: Testing Roles Properly From Scratch
Most Ansible roles are never tested. You write the role, run it on a server, see that it "works," and commit.
Testing
Snapshot Testing in CI/CD Pipelines: A Practical Guide
Snapshot testing works seamlessly in a local development environment but introduces specific challenges in CI/CD pipelines: snapshots may differ across operating systems, developers can't run jest -u in CI, and snapshot updates need to make it into the repository without blocking deployments. This guide covers the patterns
Testing
Managing Test Environments and Test Data at Scale
As engineering teams grow, test environment management becomes one of the biggest bottlenecks to shipping fast. Shared environments become contention points.
Testing
Test Data as Code: Version-Controlling Your Test Datasets
"Test data as code" is the practice of managing test data with the same rigor as application code — version controlled, reviewed, and deployed through your CI/CD pipeline. It's the natural extension of infrastructure as code and configuration as code into the testing layer. When test
Continuous Deployment
QA Strategy for Continuous Deployment: Testing When You Deploy 10x Per Day
Continuous deployment changes the fundamental constraint of software quality assurance.
Platform Engineering
Developer Portal Testing: How to QA Backstage, API Catalogs, and Self-Service UIs
Developer portals are the front door to your internal developer platform. When the portal is broken — catalog entries missing, API docs stale, scaffolder failing silently — developers lose trust in the platform. This guide covers how to test developer portals built on Backstage (and similar tools): catalog data integrity, API documentation
Platform Engineering
Platform Engineering Testing Metrics: DORA, SLOs, and IDP Reliability KPIs
Platform engineering teams need their own measurement framework — not just the DORA metrics they report for product teams. This guide covers the KPIs that matter for IDP reliability: golden path success rates, self-service workflow latency, platform API availability, test coverage breadth, and how to connect testing metrics to business