Beyond Monoliths: The 8 Essential Design Patterns for Multi-Agent AI Teams

The core lesson of modern software architecture is clear: monolithic applications do not scale. Reliance on a single, all-encompassing entity creates bottlenecks, complicates debugging, and limits performance.

The same principle now applies to AI. A single, overloaded agent tasked with too many responsibilities inevitably fails—its adherence to instructi…