Visual Field Guide · No. 03
The Deterministic Stack
RedHub's judgment layer isn't AI. One logic renders three ways — a runnable engine, a spreadsheet, and a live demo — verified to produce the same verdict to the byte, so the result is reproducible enough to hand an auditor. The AI drafts; the deterministic engine decides.
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Free to share and embed with attribution (CC BY 4.0) — keep the link to redhub.ai.
Interactive — renders the live diagram
<iframe src="https://redhub.ai/visuals/the-deterministic-stack.html" title="The Deterministic Stack — RedHub AI" width="760" height="960" loading="lazy" style="border:0;width:100%;max-width:760px"></iframe>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai/visuals/the-deterministic-stack">The Deterministic Stack</a> — by <a href="https://redhub.ai">RedHub AI</a>, the AI that tells you when to doubt it.</p>Image + link — a static picture for any blog
<a href="https://redhub.ai/visuals/the-deterministic-stack"><img src="https://redhub.ai/visuals/the-deterministic-stack.png" alt="Diagram of an engine, a workbook, and a live demo all producing the identical '89 / DO NOT SHIP' verdict, marked byte-identical." width="760" loading="lazy" style="max-width:100%;height:auto;border-radius:16px"></a>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai">RedHub AI</a> — the AI that tells you when to doubt it.</p>
See it in a real tool: RAG Retrieval Grader. More diagrams in the Visual Field Guide.