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by Roman S • Published January 3, 2026 at 01:00 PM
Research

How to Keep MCPs Useful in Agentic Pipelines

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The article emphasizes the importance of evaluating the tools and mechanisms that large language models (LLMs) utilize within agentic pipelines before opting to replace them with more powerful models. It advocates for maintaining and optimizing existing multi-chain processes (MCPs) to preserve their utility and efficiency, rather than solely focusing on increasing model size or complexity.

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