Dittany: Contribution-Guided Repair Framework for MAS Applications
[Inżynieria oprogramowania] Autorzy: Hanqi Sun, Yuchen Shao, Hanyi Si i 3 więcej
LLM-based multi-agent system (MAS) applications can produce useful intermediate results while leaving task requirements unsatisfied. Repairing such executions requires identifying the work still needed and the completed results that can support it. We present \tool, a contribution-guided runtime repair framework for MAS applications. \tool derives expected contributions and acceptance conditions from task requirements and method specifications, and connects their dependencies in a contribution graph. Runtime checks locate unmet conditions and establish which results remain usable. These results guide action-level correction when available inputs suffice, or graph-level recovery when prerequisites or unfinished work need revision. Both repair scopes retain validated contributions and check repaired outputs before subsequent work uses them. We evaluate \tool on 30 applications across six …
- Kategoria arxiv
- cs.SE
- Kategoria
- Inżynieria oprogramowania