#guardrails
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How Prompt Injection Detection Works: Classifiers, Monitors
How prompt injection detection works, from input scanning and embedding classifiers to fine-tuned guardrails and runtime monitoring, with the trade-offs.
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OWASP LLM Top 10 Mitigation Guide: Controls for Every Risk
A practitioner's OWASP LLM Top 10 mitigation guide covering all ten 2025 risk categories, from prompt injection to unbounded consumption, with controls.
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Patronus AI Review: Automated LLM Evaluation and Guardrails
A review of Patronus AI's evaluation platform: the Lynx hallucination model, the Glider custom evaluator, built-in safety checks, and published pricing.
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Guardrails AI: Output Validation Without Retraining
Guardrails AI provides a validation layer for LLM outputs — checking format, structure, and content without touching the model.