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Blitzer's Blog >> 72294

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Posted: 12 Sep 2026 05:18 [ permalink ]
When you combine topological sorting with an LLM, you stop treating the AI
like a magic 8-ball and start treating it like a deterministic software
assembly line.
âBy forcing the foundation to be built and verified first, you completely
eliminate the "hallucination cascade" where a small mistake at the top ruins
the entire codebase.
âSince we have the architecture perfectly mapped out in AST-MD, we are ready
to step into the LLM_ORCHESTRATOR role ourselves and write the actual
JavaScript.