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Table Of Contents
Agentic Architectural Patterns for Building Multi-Agent Systems
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Agentic systems idx_d6f1cfc3that rely on a single LLM have a critical single point of failure. The primary LLM, often the most powerful and expensive one, may experience performance degradation, a complete outage, or model drift that causes it to start failing critical tasks. Without a backup, any of these issues would bring the entire system to a halt.
The Fallback Model Invocation pattern provides a crucial business continuity strategy for LLM-powered features. It establishes a runtime mechanism to automatically switch from a failing primary idx_fa95a807model to a stable backup model, allowing the system to degrade gracefully rather than fail completely.
This pattern idx_8e4851bbapplies when system reliability is paramount, and the primary LLM cannot be a single point of failure. It is a common strategy for balancing state-of-the-art performance (using the best model) with cost-effective stability (using a reliable backup).