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Verdic Guard – Deterministic guardrails to prevent LLM hallucinations

Show HN: Verdic Guard – Deterministic guardrails to prevent LLM hallucinations

Operating in show hn launch, Verdic Guard – Deterministic guardrails to prevent LLM hallucinations operates.

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I’ve been working on Verdic Guard, a validation layer for production LLM systems where prompts, filters, and monitoring aren’t enough.In many real deployments (fintech, enterprise workflows, agentic systems), the failure mode isn’t latency or cost — it’s hallucinations that sound confident and pass surface checks. Prompt engineering helps, but it doesn’t scale once systems grow long-running, tool-using, or multi-agent.Verdic takes a different approach:Define an explicit intent + scope contract for what the model is allowed to outputValidate LLM outputs before execution, not just inputsBlock or flag responses that drift semantically, contextually, or domain-wiseKeep enforcement deterministic

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Website: www.verdic.dev

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