
The rapid advancement of artificial intelligence has propelled a fundamental shift in how developers interact with large language models, moving the industry beyond the initial art of crafting clever instructions toward the sophisticated science of architecting entire informational environments. While prompt engineering served as a crucial first step in coaxing desired outputs from these complex systems, it is now being










