Securing Enterprise LLM Workflows Against Prompt Injection
Practical architecture patterns for input hardening, contextual boundary checks, and adversarial test loops in production-facing AI systems.
SecurityEngineeringLLMOps
Prompt injection is not a single bug class. It is a systems problem involving retrieval policy, runtime context controls, and output governance.
A robust baseline includes strict tool permissions, contextual allowlists, and pre-execution validation for actions triggered by model output.
Teams that operationalize adversarial testing early avoid most late-stage incidents tied to unsafe prompt handling.