Testing is where Thailand's AI adoption often pays off quickly, because it reduces waiting. AI can draft unit tests from code, suggest regression ...

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The headlines have been hard to ignore. Microsoft says roughly 20–30% of code in its repos is now written by AI. Claude ...

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AI can accelerate software testing, but without strong QA culture, clear ownership and maintainable test foundations, it only amplifies existing problems.

Leverage AI as a personalised "code coach" to bridge the gap between manual testing and automation by translating plain English into executable scripts and providing line-by-line logic explanations.

Discover AI Productivity Tools Adoption in Software Engineering Statistics with key data, and trends shaping developer productivity.