Don’t Panic! A Hitchhiker’s Guide to Keeping the Human Edge in a Universe of Instant Output by Janina Sutter

AI launches us into an era of vibe coding and vibe designing. Beside the occasional existential eyebrow raise, we celebrate how much more we can create in so little time. And who doesn’t remember that first moment of generating something in seconds and feeling briefly a bit superhuman? It’s a thrill I once chased when becoming an industrial designer: creating a perfect product in as little time as possible. But during my education, I learned a truth AI now tempts us to forget: joy doesn’t come from the output, but from the journey towards it. Real mastery still lives in the wonderfully human process of exploring, experimenting, and wrestling with complexity. Tacit knowledge – the intuition that guides us through outages, refactors, and legacy integrations – doesn’t materialize when we outsource instant output. But when AI generates code and designs in seconds, in which space can developers still build mental models and slip into that rare flow state?
This talk is a hitchhiker’s guide for everyone using AI to accelerate software development: the eager, the cautious, and the mildly alarmed. But this isn’t a talk about whether AI will or won’t replace developers. It’s about something far stranger and more human: Join a journey that spans developer experience, design thinking and knowledge management to explore how to keep the human edge in a universe of effortless artificial creation.

Devoxx

A talk exploring how AI-assisted development affects developer cognition, learning, and creativity. Drawing on the Dreyfus model of skill acquisition, tacit knowledge theory (Polanyi), and neuroscience research on 'aha moments', the speaker argues that deep expertise comes from internalizing explicit rules into implicit, intuitive knowledge through repetitive practice. AI can accelerate output but bypasses the trial-and-error process that triggers dopamine-releasing insight moments in the brain's reward system. The key takeaway: experienced developers hold a significant advantage because their implicit knowledge base cannot be replicated by casual AI users, but they should occasionally solve problems without AI to keep intuitive problem-solving skills and the joy of craft alive.

Don’t Panic! A Guide to Keeping the Human Edge in a Universe of Instant Output by Janina Sutter