AI has become such a natural part of our daily work that many of us barely notice it anymore. We ask it to help draft emails, gather insights, structure ideas, or simplify routine tasks. And little by little, it is changing not only how we work, but also the way we think about work itself.

That is where conversations around Vibe Coding begin. Despite the name, it is not only about software development. It is more of a broader shift in the way we work, where less time is spent on repetitive mechanical tasks, and more focus is placed on thinking, logic, creativity, and outcomes, while AI tools take over part of the routine.

Today, what matters more than ever is not only experience, but also the ability to adapt quickly, ask the right questions, critically evaluate results, and use technology to your advantage. But alongside growing interest, an important question naturally appears: if AI can write content, analyze data, and automate processes, then where does the human role begin?

Perhaps AI is not here to replace professionals entirely. But it is definitely reshaping what is expected from them. And maybe the real question is no longer whether AI will replace jobs, but whether we are ready to learn how to work alongside it.

That is why your personal perspective matters to us. Please take just 2 minutes to share your experience in our short survey. Your input will help us go beyond simply exploring a trend, and instead create practical, meaningful learning programmes that truly respond to real needs and challenges.

Your experience is what helps shape our shared technological future.

https://docs.google.com/forms/d/e/1FAIpQLSeuZD162OoNyeTvuX-lhkDRFeaNIUA7mnhX2Am5MT07qzLTCw/viewform?usp=dialog


CEO of AIFC Academy, Olga Baspayeva
o.baspayeva@aifc.kz