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Software Engineering in the AI Era: from ML to LLMs and Agentic AI

Software Engineering in the AI Era: from ML to LLMs and Agentic AI

door Petra Heck | dec 19, 2025

I started my research on “How to build production-ready machine learning (ML) systems” in 2019. In my first blogpost I analysed how this is different from “building production-ready software systems”. I followed that up with more blogs on testing ML applications, a...

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