How Skills Can Cut Costs and Speed Up High‑Quality LLM Data Pipelines

The article explains how the open‑source DataFlow‑Skills framework lets LLM agents plan, validate, and execute data cleaning and synthesis pipelines with strict field contracts and specialized operators, dramatically reducing costly failures and accelerating high‑quality training data production.

AI data engineeringDataFlowLLM data pipelines

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How Skills Can Cut Costs and Speed Up High‑Quality LLM Data Pipelines