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Building Isolyne (Part 4): Building a Typed LLM Extraction Layer for a Deterministic CQRS Kernel

Hacker Noon

TechnologyHacker Noon·Sep 9, 2026·1 min read

Building Isolyne (Part 4): Building a Typed LLM Extraction Layer for a Deterministic CQRS Kernel

One of the biggest mistakes in modern AI engineering is building an "LLM wrapper that does everything": It chats with the user. It parses the data. It makes the business decisions. It writes to the database. When an LLM controls your…

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