Architecture

Guides

Single Agent vs Multi-Agent: When Swarms Actually Help

The Architectural Crossroads: Defining the Paradigms As we move through 2025 and into 2026, the design of AI agent systems has crystallised around two dominant paradigms: the single, monolithic agent and the orchestrated multi-agent swarm. The choice between them is foundational, influencing everything from system latency and cost to robustness

Features

RAG Architecture Patterns: From Naive Pipelines to Agentic Loops

The naive RAG pipeline fails silently on every query that requires reasoning. From iterative retrieval to agentic loops, here are the architecture patterns that separate demos from production systems.