Search Results for "decomposition"

...It provides a structured system where multiple models or agents can work together on tasks such as coding, planning, and debugging while sharing context and state. The platform introduces a coordination layer that manages task decomposition, assignment, and progress tracking through transparent systems like boards and structured communication. It emphasizes context-awareness, allowing agents to maintain continuity across sessions and reduce repetitive input or misunderstandings. The architecture includes memory systems that store knowledge from previous interactions, enabling continuous improvement and smarter decision-making over time. marcus-ai is designed to integrate with different AI models, offering flexibility in choosing the underlying intelligence while keeping coordination centralized.