Understanding agentic workflows and the design patterns that power them | Decagon

This post elaborates on the technical underpinnings of agentic workflows, detailing design patterns such as planning (task decomposition), tool use, agentic RAG, reflection, and multi-agent systems. It categorizes agentic systems by autonomy and provides concrete examples of their application across various domains. The post also outlines key benefits (efficiency, scalability, reduced errors, faster problem-solving) and challenges (complexity, ethics, security, cost, error propagation, integration, compliance, reliability) associated with implementing agentic workflows. Best practices for implementation, including phased rollout, prompt engineering, and human-in-the-loop strategies, are also discussed.