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5 docs tagged with "mcp"

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MCP Tool Token Optimization Patterns

Token optimization patterns for MCP-based agents. Explains the upfront loading cost that follows from the host's tool-injection strategy and four techniques — Progressive Discovery, a tool compression proxy, Code Execution and prompt cache alignment — with published savings figures and the conditions they were measured under.

Observability Stack

The data foundation of AIDLC Operations — building 3-Pillar observability + AI analysis layer