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sampling

Browse 1 article tagged with “sampling”.

Articles tagged “sampling”

1 article

Developer working at a laptop wiring up an MCP client and server, sticky notes mapping sampling, roots, and elicitation flows

Tools & MCP·12 min read

How to Use MCP Sampling, Roots, and Elicitation in CX Agents

Most MCP tutorials cover only server-side features: tools, resources, prompts. The three client capabilities (Sampling, Roots, Elicitation) unlock human-in-the-loop patterns that server tools alone can't. Here's how to use them.

Learn Agentic AI

Weekly. Patterns and recipes for shipping AI agents that actually work — MCP, scorecards, regression tests, prompts, model comparisons. From teams running agents in production.

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