AI Agent Architecture Selector — Interactive Decision Tool
AI Agent Architecture Selector Tool
Choosing the right agent architecture can be overwhelming. This interactive guide helps you make the right decision based on your specific requirements.
Single Agent vs Multi-Agent vs Hybrid
Use a Single Agent when:
- Your task is well-defined and bounded
- Low latency is critical
- You want minimal operational complexity
- One model has sufficient capability
Use Multiple Agents when:
- Tasks require diverse expertise
- Parallel processing provides significant speedup
- You need specialization for quality
- The system must scale horizontally
Use Hybrid Architecture when:
- You have a mix of simple and complex tasks
- You want to minimize cost while maintaining capability
- Some tasks need human-in-the-loop oversight
Decision Framework
- Define your primary constraint: Is it latency, cost, quality, or scalability?
- Map task complexity: Can one agent handle the entire workflow?
- Assess failure tolerance: What happens if an agent produces incorrect output?
- Consider operational burden: Do you have the infrastructure to monitor multiple agents?
Architecture Patterns Quick Reference
- Supervisor: Best for structured task decomposition
- Peer-to-Peer: Best for dynamic, exploratory tasks
- Hierarchical: Best for enterprise governance
- Pipeline: Best for sequential data processing
- Consensus: Best for critical decisions
Interactive Selection Tool
Agent Architecture Selector
Answer these questions to find your ideal architecture:
Q1: How complex is your task?
→ Simple, single-domain: Single Agent
→ Multi-step, single domain: Supervisor
→ Multi-domain, dynamic: Peer-to-Peer
→ Enterprise process: Hierarchical
→ Simple, single-domain: Single Agent
→ Multi-step, single domain: Supervisor
→ Multi-domain, dynamic: Peer-to-Peer
→ Enterprise process: Hierarchical
Q2: What’s your primary constraint?
→ Latency: Single Agent or Peer-to-Peer
→ Cost: Single Agent
→ Quality: Consensus or Multi-Agent
→ Governance: Hierarchical
→ Latency: Single Agent or Peer-to-Peer
→ Cost: Single Agent
→ Quality: Consensus or Multi-Agent
→ Governance: Hierarchical
Q3: How critical is correctness?
→ Standard: Supervisor
→ High-stakes: Consensus
→ Life-critical: Hierarchical + Human-in-the-Loop
→ Standard: Supervisor
→ High-stakes: Consensus
→ Life-critical: Hierarchical + Human-in-the-Loop
This tool provides general guidance. Validate with prototyping and load testing.
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