Agent architecture in AI moves systems beyond reactive tools to autonomous entities able to sense, reason and act independently. It integrates perception, cognition and action layers so that agents interpret context, set goals, plan actions and execute them without constant triggering. This architecture improves adaptability across dynamic workflows and enables scalable, context-aware automation