A Tester’s Lens on Building Better Software
The challenge: 3 months to build a minimum viable product for a quality intelligence system that will monitor our test gaps and suggest where we can optimize our quality with just 25% of my time.
This led me to vibe coding which I initially dismissed as a buzzword for people who "couldn't really code." As a tester who can code, I thought, "That's not for me." It felt awkward at first, but as I refined my process, discovered and implemented a new framework, and shifted my mindset, something changed. At one point, I was able to deliver five features and fixed two bugs in a single day, leveraging the same analytical thinking, attention to detail, and quality mindset I'd honed as a tester. That's when I realized that vibe coding isn't just a gimmick - it's a real, transformative way for testers and even developers to build quality software.
Vibe coding isn’t just about speed or automation; it’s about intentional collaboration between human reasoning and ai-assistance tools. The real value emerges when we approach it with curiosity, structure, and a willingness to adapt. Once I began treating vibe coding as a disciplined practice rather than an experiment, it completely reshaped how I deliver quality software because as testers, we don't just ask AI to write code; we know what questions to ask, what to verify, and how to ensure quality. That mindset separates effective vibe coding from simply generating code.