Best Practices: Insights & Perspective
What is test automation? A practical guide
Test automation uses software to run checks and compare results. What to automate, what to leave manual, a worked example…
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Technical insights, QA methodologies, and software testing strategies from our engineering team.
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Your first users should not be your first testers
AI agents build exactly what the requirement says, bad requirements included. How we test AI-generated code, and free security audits for 10 companies shipping it.
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Best Practices: Insights & Perspective
End-to-end testing: what it is and when it is worth it
End-to-end testing checks a whole user journey through the real system. When it pays off, a worked example, and why…
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STCL: Techniques and Practices
Smoke testing vs sanity testing, with examples
Smoke and sanity testing are both short checks, and they answer different questions. What each one is for, when to…
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STLC - Software Testing Life Cycle
How to write a test plan, with a worked example
What a test plan contains, how to write each section, and a full worked example for a real feature, plus…
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Best Practices: Insights & Perspective
Why feature velocity doesn't matter without independent QA
Shipping 47 features means nothing if a third of them break. What velocity without quality gates costs, and how to…
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Best Practices: Insights & Perspective
What LLMs don't test when they generate your backend
AI writes unit tests well and misses integration, concurrency and auth edge cases. The gaps we find, and how to…
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Best Practices: Insights & Perspective
Why AI-generated code fails in production more often than humans admit
AI writes code that passes tests and fails in production. The failure patterns we find in QA audits, and the…
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Best Practices: Insights & Perspective
What breaks FDA 21 CFR Part 11 software in real audits
FDA auditors do not just check audit trails. The Part 11 gaps that trigger Form 483 observations, and the evidence…