Hayatullah Abdulwahab

Architectural Patterns for Multi-Agent Systems: Conditional Routing, State Persistence, and Human-in-the-Loop Orchestration

Abstract: The transition from monolithic language model prompts to multi-agent architectures represents a fundamental paradigm shift in autonomous software engineering. As artificial intelligence applications shift toward production environments, systems must execute deterministi...