That creates risk. Analysts may be right that AI is enabling “preemptive” security, but it’s also masking the misconfigurations, insecure protocols and segmentation gaps that adversaries exploit.

It’s almost the end of 2025, and let’s be honest, building a solid software product just isn’t enough anymore.

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Fortunately for modern homeowners, technology came to the rescue in the late 1940s with the development of the sump pump.