
In the rapidly advancing world of data engineering, businesses are increasingly confronted with the need for systems that prioritize openness, flexibility, and control. Traditional rigid architectures that once dominated the field are now being questioned as enterprises aim to modernize their technology stacks, making them suitable for AI-driven operations. This shift reflects a broader industry trend where decoupling computing from