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#sampling

1 resource and 1 guide tagged #sampling on ChangeGamer.

• MCP Primitives: Resources, Prompts, Sampling, and Elicitation · Reference
  Deep reference on the six MCP capability primitives beyond tools — who controls each, the exact JSON-RPC method names, and when to use Resources vs Tools — verified against the 2025-06-18 and 2025-11-25 spec revisions.

Guides

• How to Sample and Retain Production AI Agent Traces · guide
  How to sample and retain production AI agent traces: head vs tail sampling, keep-all-errors plus a random baseline, whole-trace decisions for multi-agent runs, retention tiers and redaction before the clock starts.