Why Your Database Can’t Actually See Your Users (And What That’s Really Costing You)

When I embarked on this journey of building SQLv2—which enables any relational database to have machine learning, AI, and vector capabilities natively—I never thought it would become a reality. But today in 2025, I see this coming to life, and what it really does is fundamentally change the paradigm of having to build complex ETL processes and pipelines just to create machine learning models and achieve predictability in near real-time.

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laptop for devops

Windows vs Mac vs Linux for DevOps: Which OS Should You Choose?

As a DevOps professional, choosing the right operating system is crucial for efficient workflow and productivity. I’ve experienced firsthand the importance of selecting the best OS for DevOps tasks. With so many options available, it can be overwhelming to decide between Windows, Mac, and Linux. In this article, I’ll explore the pros and cons of…

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