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Show HN: I Implemented "Two-Pass Generation" in Gemini Using Only System Prompts

DosankoTousan Sunday, December 07, 2025

Hi HN,

I am a "No-Code" architect. Based on technical advice from a RAG engineer on Reddit, I implemented "Two-Pass Generation" (separating fact extraction from composition) in Gemini 3.0 Pro using only System Prompts.

It works by strictly separating the "fetching" phase from the "writing" phase, structurally eliminating hallucinations.

GitHub (Prompt): https://github.com/dosanko-tousan/Gemini-Abhidhamma-Alignmen...

Full Story (Medium): https://medium.com/@dosanko_tousan/the-engineer-and-the-budd...

I'd love to hear your thoughts on this "Logic-Bonded" architecture.

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