Comparison: Same Team, Different Framework
Vibe Coding in Industry: Making Decisions in Two Hours

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Comparison: Same Team, Different Framework


Vibe Coding in Industry: Making Decisions in Two Hours

Author : Romain FAREL

Publication date: July 10, 2026 | Lire en français

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5. Comparison: Same Team, Different Framework

Same room, same team, same tool, same two-hour time slot—and yet, two very different results. This type of comparison sweeps away excuses: you can’t blame the tool, the technical skill level, or a lack of time.

At a capital goods factory in Alsace, the methods team ran the same workshop twice, one week apart. First attempt: frustration, lack of focus, a fragile prototype. Second attempt: a usable deliverable. What changed between the two? Fifteen minutes of preparation—nothing more.

5.1 Nothing changed… except what really matters

In the first workshop, the objective was vague: “See if we can automatically generate setup sheets.” Second workshop: a specific objective. “Produce a setup sheet for product X, on line Y, with these five...

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