// Hacker Noon · 25 February 2026

When to Automate Testing and When to Stay Manual

QA engineers and leads often face the same question: Should we automate this, or handle it manually? There’s no single answer, and the right choice depends on context, stability, and value. I built a simple framework to guide these decisions.

Hacker Noon

@hacker-noon · Daria Tsion

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