The Shift from AI Hype to Practical Engineering Solutions

The Shift from AI Hype to Practical Engineering SolutionsThe Shift from AI Hype to Practical Engineering Solutions

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Roman Labish

pro

• 17h

AI architecture matters more than people think. A lot of teams are trying to replace entire systems with one LLM layer, but production environments are way more complicated than that. Rules-based logic, statistical models, and contextual behavior all have their place. Feels like the industry is slowly moving from “AI hype” to more practical engineering thinking. https://lnkd.in/eBCksXdK

ai development softwareengineering

Kate Manakova

• Jun 18

Hi Contra community! 👋 I’m Kateryna, a UI/UX Designer based in Kyiv.

My path to design wasn't a straight line. After a rewarding chapter in journalism and entrepreneurship, I pivoted to UI/UX. The transition felt surprisingly natural - skills like structuring information architecture and focusing on iterative improvement proved to be the perfect foundation for digital product design.

Now, I'm putting theory into practice at a British B2B company. By simplifying complex user flows and designing data-heavy dashboards, I'm getting the ultimate hands-on design education.

I'm also actively exploring how AI tools can streamline design workflows, assist with UX writing, and spark new visual concepts.

I’m here on Contra to connect with fellow creatives and collaborate with forward-thinking teams!

uiuxdesign b2b ai