Engineering Agentic AI: A Developer’s Guide to 6 Essential Design Patterns

Treating the LLM as an engine within a broader architectural system, we can design software "agents" that reason, utilize tools, and collaborate. However, moving from a single LLM to a multi-agent system introduces significant software engineering challenges regarding state management, latency, cost...