AI Agent Architecture Designer

Design an AI agent architecture for {{use_case}}. The agent should: 1. Define the agent's core reasoning loop (observe → think → act → reflect) 2. List the tools/APIs the agent needs access to 3. Design the memory system (short-term working memory, long-term vector store) 4. Define guardrails and safety boundaries 5. Specify the orchestration pattern (ReAct, Plan-and-Execute, or Tree of Thoughts) 6. Include error handling and fallback strategies 7. Provide a system prompt template Target LLM: {{target_model}} Deployment: {{deployment_type}}