Change Data Capture (CDC) has become essential for modern data architectures. When you need to replicate database changes in real-time, synchronize data across systems, or build event-driven architectures, CDC provides the foundation. Debezium has emerged as the leading open-source CDC platform, but understanding its architecture is crucial for implementing it effectively. This isn’t just another … Read more
The transformer architecture revolutionized the field of deep learning when it was introduced in the seminal 2017 paper “Attention Is All You Need.” Understanding the layer architecture of transformers is essential for anyone working with modern natural language processing, computer vision, or any domain where these models have become dominant. At its core, the transformer’s … Read more
As artificial intelligence rapidly evolves, one of the most groundbreaking advancements is the emergence of Agentic AI systems. Unlike traditional AI models that are task-specific and reactive, Agentic AI is autonomous, goal-directed, and capable of initiating action based on context. To support such capabilities, a robust and modular Agentic AI systems architecture is essential. In … Read more
