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QuiGuard firewall stops PII leaks in agent tool calls

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QuiGuard firewall stops PII leaks in agent tool calls
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// 65d agoOPENSOURCE RELEASE

QuiGuard firewall stops PII leaks in agent tool calls

QuiGuard is an open-source, self-hosted security gateway designed to prevent "Agent Data Sprawl" by sanitizing sensitive information in LLM prompts and agent tool call arguments. By acting as a reverse proxy, it uses Microsoft Presidio to detect and redact PII, IP, and secrets in real-time before they are transmitted to external AI providers.

// ANALYSIS

QuiGuard addresses a critical security blind spot where standard prompt-layer scrubbing fails to catch sensitive data leaked inside function arguments.

  • Leverages Microsoft Presidio for robust, real-time PII detection and redaction across multiple data types
  • Specifically targets tool_call JSON, ensuring agents don't inadvertently send customer data (like SSNs or emails) to external LLMs during execution
  • Provides a configurable policy.yaml allowing developers to mask, block, or warn based on granular security rules
  • Closes the loop on autonomous agent security where LLMs have direct, often unmonitored, access to sensitive internal tools
  • Minimal setup with Docker support makes it a practical addition for developers building production-grade agents with strict compliance requirements
// TAGS
quiguardllmagentopen-sourceself-hostedsafetydevtool

DISCOVERED

65d ago

2026-03-24

PUBLISHED

65d ago

2026-03-24

RELEVANCE

8/ 10

AUTHOR

Cultural-Tennis-4895