Classifier judges miss data flow and blocklists get routed around. OpenAPPA labels every trajectory by audience and trust, then hands the agent a legal way forward instead of a bare refusal.
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AI guardrailsLLM agentsOpen SourceOpenAPPAdata exfiltrationprompt injection
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