The guardrails pipeline. Production LLM systems use a layered architecture: input guardrails (PII detection, prompt injection scanning, topic filtering) → context assembly (RAG retrieval + system...

Implement a guardrails pipeline. Wire up input scanning (Presidio for PII, Lakera Guard or LLM Guard for prompt injection) → LLM call → output validation (Llama Guard for safety, Guardrails AI for...

"Walk me through how you'd design a guardrails architecture for a customer-facing LLM product." Layered defense: input validation (PII scrubbing with Presidio, injection detection with Lakera, topic...