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Why we replaced generic LLM system prompts with strict JSON-schema AST validators

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

Why we replaced generic LLM system prompts with strict JSON-schema AST validators The Engineering Problem Modern AI paired programming and conversational UI generation struggle with context bloat and cascading syntax errors. When an AI generates monolithic files, single tag breaks ruin entire layou…

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  1. 2026-09-15 14:01 · DEV Community — AI
    Why we replaced generic LLM system prompts with strict JSON-schema AST validators

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