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abstraction levels in ai workflows

1 articles · 3 co-occurring · 0 contradictions · 0 briefs

Introduces the idea that workflows operate at multiple abstraction levels (specification → planning → implementation → revision) and current practice puts LLMs at the wrong level, burning tokens on lo

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token efficiency and task decomposition 1 prompt engineering vs context engineering 1 prompt engineering 1
Evidence chain (1 articles, showing 1)
@IntuitMachine: Seems to me that a ton of token spend is performed at the wrong level of abst... extends

Introduces the idea that workflows operate at multiple abstraction levels (specification → planning → implementation → revision) and current practice puts LLMs at the wrong level, burning tokens on lo

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