Architect's Ambition
Jul 22, 2026 · Artificial Intelligence
Choosing the Right AI Agent Architecture: From ReAct to Swarm – 6 Practical Options and Pitfalls
This article compares six AI agent architectures—ReAct, Workflow, Planner‑Executor, and Multi‑Agent (Supervisor and Swarm)—explaining the specific LLM shortcomings each addresses, offering a step‑by‑step selection framework, real‑world implementation details, common pitfalls, and five practical recommendations for enterprise AI platforms.
AI agentsMulti-AgentPlanner-Executor
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