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From Prompt to Product: A Pragmatic Vibe-Coding Loop

Writer: Maksym Lohvinenko
Maksym Lohvinenko
Oct 17, 2025
1 min read

Vibe coding is having a moment: describe what you want, and AI drafts the app. Google’s latest “Ask a Techspert” breaks it down simply—and why non-engineers can now turn ideas into working prototypes.



What this means for teams: faster exploration with fewer bottlenecks. You can ideate in Gemini/Canvas, shape a UI in Stitch, then hand off to engineers—or an agent like Jules—to harden code, add tests, and ship. It’s a new collaboration loop: product + design + engineering moving in hours, not weeks.


But speed isn’t a strategy by itself. Complex apps still need real software engineering for scale, observability, and security. We’re already seeing reminders that AI-generated code can introduce risks if governance lags—code review, dependency hygiene, and threat modeling don’t go away.


Curious: have you tried vibe coding? What worked—and what broke? What tools do you prefer? Would you like to hear my experience? Message me and I’ll share a starter playbook.


 
 
 

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