New: Practical guidance for AI-assisted quality engineering
AskAQA · Cornerstone Page 06

What Should We Automate First?

A practical framework for choosing the first automation candidates based on risk, repetition, stability, execution frequency, and maintenance cost.

9 min readPractical QA guidance built around situations, evidence, risk, decisions, and next actions.

Start with value, not ease

The easiest test to automate is not necessarily the most useful. Start with repeatable, high-value coverage that protects meaningful risk.

Good first candidates

  • Critical smoke tests
  • P1 regression
  • Stable APIs
  • Repeatable business rules
  • High-frequency manual checks
  • Data validation rules
  • Cross-browser essentials
  • CI quality gates

Use a simple decision model

Repeated? ↓ yes Objective result? ↓ yes Stable? ↓ yes Important risk? ↓ yes Maintainable? ↓ yes AUTOMATE

Choose the right layer

Prefer the lowest effective technical layer. A business rule that can be covered reliably at API or component level should not depend only on UI automation.

AskAQA recommendation

Recommendation
Automate critical, stable, repeatable regression first—especially where execution is frequent and manual effort is expensive. Measure coverage of important risk, not automation count.

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