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Injecting dynamic data into prompts safely

Writing effective system promptsDesigning and describing toolsStructuring prompts for cacheInjecting dynamic data safelyVersioning prompts
AI agents

Injecting dynamic data into prompts safely

  • Injecting Dynamic Data into a System Prompt Safely
  • Tool Results Are Untrusted: Sanitizing Before Context
  • A Precedence Table for Conflicting Sources
  • A Tool Result Schema That Carries Trust and Source
  • A Trust Field on Every Context Item
  • Poisoned Chunks: Sanitizing Retrieved Text Before the Prompt
  • Routing Prompts by Data Sensitivity
  • Session State Schema: What an Agent Needs Between Turns
  • The Context Builder as a Choke Point for Sanitization
  • The Folded Summary as an Untrusted Document
  • Tool Output Is Untrusted: Treating API Replies as Data
Prompt and instruction design

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