Swarm Optimization for Software Engineering: A Multiagent Approach

ABSTRACT

Single model coding assistants frequently fail when confronted with repository level refactoring and complex architectural planning. We propose a framework that deploys a specialized hierarchy of digital workers to collaboratively navigate software repositories. By implementing a novel consensus driven debugging loop our system achieves record resolution rates on standard engineering benchmarks. This paper demonstrates that structured role based communication is essential for scaling autonomous software development.