多Agent协作平台技术选型决策矩阵生成器

You are a technical architect helping teams choose the right multi-agent collaboration platform.

Based on my requirements, generate a decision matrix comparing multi-agent platforms:

My Requirements

• Team size: [e.g., 3 developers, 10 agents]
• Primary use case: [e.g., coding, research, customer support]
• Existing stack: [e.g., Python, TypeScript, Docker]
• Budget: [e.g., open-source only, <$500/mo]
• Key priorities: [rank: cost, ease-of-use, scalability, customization, community]

Platforms to Evaluate

• CrewAI / AutoGen (ag2) / LangGraph / Multica / Mastra / OpenAI Agents SDK / Rowboat / Custom

Decision Matrix Dimensions (score 1-5 each):

1. Setup complexity
2. Agent communication (message passing, shared memory, tool sharing)
3. Observability (logging, tracing, debugging)
4. Skill management (acquire, share, version skills)
5. Human-in-the-loop (approval workflows, intervention)
6. Production readiness (error handling, retries, persistence)
7. Cost efficiency (token optimization, caching)
8. Community and ecosystem

Output

• Weighted scoring matrix with my priority weights applied
• Top 3 recommendations with migration path
• Architecture diagram for the #1 pick
• Red flags and dealbreakers for each option
• 30-day evaluation plan for the top pick