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New paper details Recursive Capability Composition for agentic workflows

By PulseAugur Editorial · [2 sources] ·

A new research paper proposes "Recursive Capability Composition" to enhance the coordination and management of complex LLM-based agentic applications. The approach combines Business Process Model and Notation (BPMN) with agents and enterprise knowledge, transforming explicit BPMN models into executable workflows. This method aims to make multi-agent systems more understandable and manageable by providing developers with a shared view of workflow structures and execution progress, while also integrating organization-specific context through process models and knowledge graphs. AI

IMPACT Enhances manageability and understandability of complex LLM agent systems, potentially improving enterprise adoption.

RANK_REASON The cluster contains a research paper detailing a new methodology for agentic workflows.

Read on arXiv cs.MA (Multiagent) →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New paper details Recursive Capability Composition for agentic workflows

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The cluster contains a research paper detailing a new methodology for agentic workflows.
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COVERAGE [2]

  1. arXiv cs.AI TIER_1 English(EN) · Christian Fillies, Jan Fillies, Frauke Weichhardt, Gay Anne Wood-Albrecht ·

    From Process Models to Composable Agentic Workflows: Combining BPMN, Agents and Enterprise Knowledge

    arXiv:2611.13196v1 Announce Type: new Abstract: LLM-based agents can reason, use tools and collaborate. However, coordinating increasingly complex agentic applications becomes difficult to understand, monitor and improve. Decisions distributed across prompts, tool calls and appli…

  2. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Gay Anne Wood-Albrecht ·

    From Process Models to Composable Agentic Workflows: Combining BPMN, Agents and Enterprise Knowledge

    LLM-based agents can reason, use tools and collaborate. However, coordinating increasingly complex agentic applications becomes difficult to understand, monitor and improve. Decisions distributed across prompts, tool calls and application logic make workflows implicit. We introdu…

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