Conversational Risk Accumulation: Stateful Guardrails Beyond Single-Turn LLM Checks

Why Long Chats Need Session-Level Guardrails (CRA)

Who this is for: Anyone building chat features, support bots, internal Q&A, coaching tools, RAG assistants.

The Usual Setup (and What It Misses)

A typical flow:

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