#data-engineering
3 articles
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Databricks Agent Bricks Is Quietly Changing How Data Engineers Work
Describe the task. Connect your data. Let the platform handle the rest. That is the promise of Agent Bricks — and for a specific, important set of data engineering problems, it is actually delivering on it.
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How We Cut LLM Token Usage by 90% in SQL Migration Using AST Compression
Feeding 200K-character SQL files to an LLM is expensive and unreliable. We built TOON — a compact AST notation that gives the model structural awareness at a fraction of the token cost.
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Databricks Agent Bricks Is Quietly Changing How Data Engineers Work
Describe the task. Connect your data. Let the platform handle the rest. That's the promise of Agent Bricks — and for a specific, important set of data engineering problems, it's actually delivering.