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Testing Practices articles

Testing practices articles on manual and exploratory testing, regression checklists, flaky test triage, accessibility testing, and test data management.

Testing Practices

Regression Testing Checklist for Every Release

What actually belongs on a regression testing checklist, the mistake most teams make writing one, and how often to run the full pass before release.

Muhammad Ali · August 24, 2026 · 8 min read

Testing Practices

API Testing Best Practices for QA Teams

API testing best practices: why to test below the UI first, what good coverage includes, and the GraphQL and data pipeline gaps teams miss.

Mohammad Khan · August 24, 2026 · 8 min read

Testing Practices

Manual and Exploratory Testing Best Practices

What manual and exploratory testing catch that automation cannot, when to run each, and what good exploratory coverage actually looks like.

Mohammad Khan · August 24, 2026 · 9 min read

Testing Practices

How to Test AI Features and LLM Outputs

AI features do not return the same output twice. What that means for a test plan, how to validate a non-deterministic response, and what to check.

Mohammad Khan · August 25, 2026 · 9 min read

Testing Practices

Test Data Management Best Practices

Bad test data hides real defects, and careless test data can leak real customer information. Practical rules for realistic, safe test data that works.

Muhammad Ali · August 25, 2026 · 9 min read

Testing Practices

How to QA an AI Testing Agent's Own Work

When an AI agent decides what to test, something still has to test the agent. A practical routine for validating what a testing agent actually got right.

Mohammad Khan · August 31, 2026 · 8 min read

Testing Practices

AI-Assisted Visual Regression Testing

AI-assisted visual testing tells layout drift from an intentional redesign apart. What it actually catches, what still needs a human eye, and how to tune it.

Muhammad Ali · August 31, 2026 · 7 min read

Testing Practices

Accessibility Testing: A Startup Checklist

What automated scanning catches and misses, a phased rollout plan for a team with no dedicated budget, and where accessibility fits your QA process.

Mohammad Khan · September 4, 2026 · 10 min read

Testing Practices

Performance and Load Testing for Startups

Most startups find their performance ceiling in production. Here is how load, stress, and spike testing work, and how to start without a dedicated team.

Mohammad Khan · September 15, 2026 · 5 min read

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