TL;DR
A metasystem based on a modular architecture centered on an agent metagenerator, suggesting that the architecture prevents re-monolithization while enhancing modularity, providing a solid foundation for reusable, trace-able, and scientifically grounded ABMS.
Agents are increasingly considered first-class participants in the software development lifecycle. However, architectural choices that govern the collaboration of agents are fixed inside the frameworks that implement multi-agent systems, leading to difficulty of measuring the individual contribution of these architectu...
A unified, taxonomy-driven, and deployment-oriented survey of agentic AI systems, synthesizing recent advances through a modular reference architecture and a four-dimensional taxonomy that characterizes agents along the axes of autonomy, tool use, collaboration, and safety–governance is presented.
Pufibara is presented, an agent harness that maintains persistent engineering state across revisions, associates execution and simulation evidence with the candidate that produced it, and makes submission an explicit agent action to evaluate end-to-end Modelica agent workflows.
Model-Based Systems Engineering (MBSE) increasingly depends on architectural models of physical and engineered systems that are both syntactically valid and semantically consistent with their originating requirements. Authoring such models by hand in SysML v2 is slow and demands scarce expertise, a recognised “modellin...
A comprehensive overview of the existing tools and frameworks for implementing MAS in software engineering and a set of lessons learned and challenges that can help researchers and practitioners to select a suitable MAS framework according to their needs are provided.
AsynCodeBench is introduced, a dependency-centric benchmark for asynchronous multi-agent software engineering that represents each task with an explicit dependency graph and executable Dependency Checkers and proposes two complementary measures: Asynchronous Dependency Pass Rate (ADPR), which measures how many cross-ag...
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