Philipp Schmid • 6/20/2025

Single vs Multi-Agent System?

This article analyzes the debate between single-agent and multi-agent AI systems, sparked by recent industry posts. It defines both architectures, detailing how single agents operate sequentially with unified context, while multi-agent systems use parallel execution and delegation. It compares their pros and cons, such as simplicity vs. parallelization, concluding the choice depends on the specific task requirements.

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#software architecture #llm #AI Agents