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PrismShine

Self-hosted anti-hallucination verdict for LLM apps

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Developer tools Product Hunt Launched Jul 21, 2026 by Amin Parva amin_parva View original post ↗

PrismShine is a self-hosted anti-hallucination verdict engine. It runs cause-side forensics on runtime evidence, then grounds the answer against your preload — one auditable ShineVerdict with a named resolution_gate. Apache-2.0. pip install prismshine.

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