Opsmind Author

Opsmind Author

Prompt Based ETL and the Future of Data Engineering

Prompt-Based ETL: Future of Data Engineering & SQL Automation

Prompt-Based ETL: The Future of Data Engineering with LLM-Powered SQL Automation The landscape of data engineering is undergoing a radical transformation, driven by the power of large language models (LLMs). This article explores prompt-based ETL, a revolutionary approach that leverages…

How Data Validation Breaks Liskov and OOP

Liskov Substitution Principle: How Validation Breaks OOP Design

The Liskov Substitution Principle: How Data Validation Breaks Object-Oriented Design The Liskov Substitution Principle (LSP) is a foundational concept in object-oriented programming, yet its violation is a common source of fragile, error-prone software. When developers introduce data validation logic within…

Why Human Oversight Matters in AI DevOps

Human Oversight in AI DevOps: Why It's Still Essential

Human Oversight in AI-Driven DevOps: The Indispensable Role of People in a Coded World The integration of artificial intelligence into DevOps is transforming the software development lifecycle, promising unprecedented speed, efficiency, and predictive power. As organizations adopt AI to automate…