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Table Of Contents
Agentic Architectural Patterns for Building Multi-Agent Systems
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A literary criticidx_7eb59012 would never use the same criteria to judge a haiku and a technical instruction manual. One is judged on its evocative power and adherence to form, the other on its clarity, accuracy, and completeness.
Quality, in short, is entirely dependent on context. For an AI agent, especially a scorer agent whose job is to be a discerning critic, this principle is paramount. A generic metric can tell you whether a sentence is fluent, but it cannot tell you whether a multi-step troubleshooting guide is technically correct, a legal clause is compliant, or a financial summary has captured the most critical insights. This is the core challenge that the Custom Evaluation Metrics pattern solves. It is the process of codifying deep, human domain expertise into an automated, repeatable scoring function that can serve as the scorer's "yardstick."
This pattern moves beyond generic benchmarks by breaking down the abstract concept...