Open-source deterministic guardrails that track agent data flows instead of relying only on pattern matching.
UpPeek editorial take
OpenAPPA focuses on enforceable agent boundaries: deterministic controls designed to prevent sensitive data from flowing into the wrong tool call.
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Define allowed information flows for agent tools
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