Agent Wiz and Why Agent Wiz ?

Agent Wiz is a Python CLI for extracting agentic workflows from popular AI frameworks and performing automated threat assessments using established threat modeling methodologies. Built for developers, researchers, and security teams - Agent Wiz brings visibility to complex LLM-based orchestration to visualize flows, map tool/agent interactions, and generate actionable security reports.

Why Agent Wiz?

In modern LLM-powered systems, agentic workflows are becoming increasingly complex, often involving multiple autonomous agents, tools, and inter-agent communication chains.

Agent Wiz helps you bring:

  • Visibility: Clearly visualize complex agent graphs without manual tracing.
  • Structure: Map relationships between agents, tools, and data flows.
  • Security: Apply threat modeling frameworks to identify potential vulnerabilities.

Core Features:


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