Blog - Guardrail Layer
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Deep dives on securing LLM interactions, policy enforcement, and building safe AI-powered data experiences.

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3 articles
Architecture Dec 2025

Why "Chatting With Your Database" Breaks in Production

Letting an LLM query your database looks harmless in demos. In production, it quietly breaks the assumptions databases were built on.

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Security Jan 2026

How to Chat With Your Database Without Leaking Sensitive Data

Most AI-powered database chat tools leak PII and bypass permissions. Learn how to implement proper guardrails with role-based access.

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Security Jan 2026

Top 5 AI Security Threats You're Ignoring in 2026

From prompt injection to shadow AI breaches costing $670K extra per incident—the risks teams overlook until it's too late.

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