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AskAQA · Cornerstone Page 12

AskAQA Perspectives

Practitioner viewpoints on debated QA topics including QA authority, automation goals, Agile testing, reporting structures, manual testing, and quality ownership.

Perspective libraryPractical QA guidance built around situations, evidence, risk, decisions, and next actions.

Why perspectives matter

Many QA questions do not have one universally correct organizational answer. Perspectives explores the trade-offs rather than pretending every situation has a single rule.

Example topics

  • Should QA report to Engineering?
  • Is manual testing dying?
  • Does Agile still need QA?
  • Should developers own all testing?
  • Is 100% automation a good goal?
  • Should QA have release authority?
  • Should QA be centralized?
  • Can AI replace test design?

How AskAQA presents a perspective

Question ↓ Why People Disagree ↓ Perspective A ↓ Perspective B ↓ Trade-offs ↓ AskAQA View ↓ When Each Model Works

Example: 100% automation

AskAQA Perspective
100% automation is rarely a useful target because not all quality work is repeatable, deterministic, or worth automating. Target automation where repeatability, risk, and maintenance economics justify it.

Keep viewpoints grounded

Perspectives should be based on delivery mechanics, risk, organizational context, and evidence—not ideology about one “correct” QA model.

Have a real QA situation?

Describe the context, risk, constraints, and decision you need to make. AskAQA will help structure the problem and identify practical next actions.

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