Why Code‑Assisted Testing Needs Strong Fundamentals: Balancing Automation and Manual Skills

Code‑assisted testing, often referred to as "automation automation," is becoming a common practice in software quality assurance.

When the emphasis shifts toward the code used for testing rather than the underlying testing principles, a bias emerges; the core competencies—test design knowledge, methodologies, and strategies—remain the essential foundation for any test engineer.

Many organizations adopt automation because peers or other teams have done so, but automation delivers higher value only in suitable contexts and must be built upon strong basic testing skills.

While the industry frequently stresses the need to combine manual and automated testing, the more fundamental requirement is to blend test expertise, domain knowledge, and code‑assisted techniques to achieve optimal results.

Reference articles:

Manual Testing Exists for Important Reasons – https://mp.weixin.qq.com/s?__biz=MzU4MTE2NDEyMQ==∣=2247484410&idx=1&sn=61f52f358f601f2e1775a726ec864d3e&scene=21#wechat_redirect

Automation and Manual Testing: Keep the Balance! – https://mp.weixin.qq.com/s?__biz=MzU4MTE2NDEyMQ==∣=2247484552&idx=1&sn=2791b164ca8d93f261bb806a1319293b&scene=21#wechat_redirect

What Hinders Manual Testing from Delivering Value – https://mp.weixin.qq.com/s?__biz=MzU4MTE2NDEyMQ==∣=2247484905&idx=1&sn=3be33e0a94c1b9a272b10f7d915aa275&scene=21#wechat_redirect

Choosing Manual vs. Automated Testing – https://mp.weixin.qq.com/s?__biz=MzU4MTE2NDEyMQ==∣=2247485302&idx=1&sn=8b3a9147a1c11e650c15436e04dbf5cf&scene=21#wechat_redirect

Functional Automation Testing Strategy – https://mp.weixin.qq.com/s?__biz=MzU4MTE2NDEyMQ==∣=2247485900&idx=2&sn=f0ffdb16c5d4c979c907334f21252ee8&scene=21#wechat_redirect