Keys to become an effective QA
Shift QA from defect detection to prevention — STORY KICKOFF, devbox, bug bash, and the 80-20 split that keeps releases on schedule.
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Microservices Test Strategy
A practical microservices test strategy — pyramid, contracts, doubles, and environments when service count and team count both grow.
How to build Test Strategy for Mobile Applications
Build a mobile test strategy for YOUR app — stakeholders, device matrix, risk-based priorities, automation pyramid, and path to production.
Shift left in Mobile App Automation Testing
Detox gray-box E2E for React Native — sync with the app, one locator set for iOS and Android, and tests that run beside unit tests.
Who tests your test?
Flaky suites, low trust, and who owns test quality — practical signals and habits so your automation prevents defects instead of hiding them.
End to End Testing using component strategy
Split E2E coverage across aggregation, API, and UI components for faster feedback, fewer flaky tests, and clearer failure analysis.
Understanding Automation Test Layers
How to divide tests across the pyramid for faster feedback, lower cost, and fewer flaky UI suites — lessons from 14+ years in software quality.
Software Quality with Engineered test data
Engineer test data instead of cloning production — how we cut 500 GB to under 20 MB and batch runs from 8 hours to 15 minutes.
The Paradox of choice - Automation tool selection
Choose test automation tools with criteria that fit YOUR team — Pugh matrix, two team tales, and why more options can mean worse decisions.