Articles & Tutorials
Software engineering and test automation lessons from the field.
Articles
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Playwright
Modernizing a Fragile UI Test Suite with Playwright
How reusable patterns improve reliability, speed, and CI/CD readiness.
Pytest
Infrastructure Testing with Pytest and Paramiko
Validating services and data flows on remote hosts over SSH.
Observability
Quality Dashboards with Elasticsearch and Kibana
Aggregating results across frameworks to expose failure trends and release quality.
BDD
Readable BDD with Serenity, Cucumber, and the Screenplay Pattern
Structuring TypeScript automation for readability and maintainability.
API Testing
Choosing an API Testing Tool: Why Karate Fit a Low-Code Team
Evaluating API testing options for teams with limited programming experience.
CI/CD
Adding Quality Gates to GitLab CI/CD Pipelines
Wiring smoke, regression, API, and UI tests into delivery pipelines.