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CausalOps

a Kafka-native multi-agent cyber decision system that separates LLM hypothesis generation from evidence-backed causal inference, with provenance gates, statistical validation, async execution, DLQ-bac

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a Kafka-native multi-agent cyber decision system that separates LLM hypothesis generation from evidence-backed causal inference, with provenance gates, statistical validation, async execution, DLQ-backed workers, and CI-tested API/frontend contracts

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Independent

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generative

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