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Static Topology Fragility

🟡 MEDIUM structural proven_mitigated AVE-2025-0023

· aka: Fixed Graph Vulnerability, Topology Rigidity

Summary

Static agent topologies (A→B→C) are fragile under dynamic workloads. Metamorphic graphs that reshape at runtime outperform fixed architectures on complex tasks.

Blast Radius

Suboptimal task execution. Inability to handle novel requirements.

Prerequisites

Multi-agent system with variable task complexity.

Environment

  • Frameworks: LangGraph, CrewAI, AutoGen
  • Models tested: [Available in NAIL SDK]
  • Multi-agent: Yes
  • Tools required: No
  • Memory required: No

Known Defences

  • MetamorphicGraph — layer

🔒 Full defence implementations available through the NAIL SDK.

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