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Most AI teams aren’t engineering. They’re shipping on vibes.

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InfoQ

InfoQ@techhub.social · 2026-10-04 00:51

Posted in 資訊系統設計

Most AI teams aren’t engineering. They’re shipping on vibes.

Change a prompt. Run one test. It feels better. Ship it.

That’s not Product Development - that’s pure randomness!

Without an automated eval suite covering your edge cases, you don’t know if you actually improved the product or just broke five other user flows.

Stop shipping on vibes. Build the eval suite first.

🔗 Watch now: https://www.infoq.com/presentations/local-ai-browser-inference-privacy/

#SoftwareEngineering #LLMOps #AIProductDevelopment #InfoQ #PromptEngineering #SystemDesign

Preview image for Running AI at the Edge: Running Real Workloads Directly in the Browser

Running AI at the Edge: Running Real Workloads Directly in the Browser

James Hall discusses the strategic and technical imperative of moving AI workloads from cloud providers to local edge devices. He shares practical approaches using WebGPU, Transformers.js, and DuckDB to achieve near-native performance in JavaScript. Through real-world case studies, he explains how to minimize data privacy risks, optimize browser inference, and build rigorous evaluation suites.

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