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Karl Weinmeister

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Head of Cloud Product Developer Relations Google Cloud

Karl Weinmeister is an Engineering Manager in Developer Relations - Cloud AI/ML at Google, where he leads a team of software engineers and data scientists responsible for the APIs/SDKs for Google Cloud AI & Industry Solutions. His team also builds technical assets such as code samples and notebooks showing how to develop and operationalize machine learning models. Karl has worked exten…

Bio from: Accelerate AI with Cloud Run - Paris

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The rise of AI-powered code generation tools presents a compelling alternative to traditional UI prototyping frameworks. This talk explores the question: Is it time to ditch the framework overhead and embrace core web technologies (such as HTML, CSS, JavaScript) for faster, more flexible prototyping? We’ll examine the trade-offs between structured frameworks and the granular control offered by a “bare metal” approach, augmented by AI assistance. Learn when leveraging AI with core tech becomes the smarter choice, enabling rapid iteration and bespoke UI designs, and when frameworks still reign supreme.

The rise of AI-powered code generation tools presents a compelling alternative to traditional UI prototyping frameworks. This talk explores the question: Is it time to ditch the framework overhead and embrace core web technologies (such as HTML, CSS, JavaScript) for faster, more flexible prototyping? We’ll examine the trade-offs between structured frameworks and the granular control offered by a “bare metal” approach, augmented by AI assistance. Learn when leveraging AI with core tech becomes the smarter choice, enabling rapid iteration and bespoke UI designs, and when frameworks still reign supreme.