Self-Restructuring Multi-Agent Systems: Runtime Topology Mutation with Safety Guardrails

A runtime technique lets overloaded multi-agent LLM systems split themselves into sub-agents on the fly, and the authors report it lifted code-task success from 3.3% to 61.7%.