Frontend Quality
Cross-browser automation, accessibility checks, visual review, and user-flow coverage for responsive product experiences.
SDET QA Resource
SDET and QA Automation Tech Stack
Tool choices should serve maintainability. I prefer proven, transparent test stacks with practical AI support that teams can understand and improve together.
Playwright and CypressAI-assisted test reviewGitHub Actions and CI/CD
Service Quality
API tests for contracts, schemas, auth boundaries, error handling, idempotency, and realistic data flows.
Delivery Quality
Pipeline stages, retry policies, artifacts, traceability, and reporting that support confident merges and releases.