Blog Posts | Joshua Berkowitz

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github × data pipelines ×

dbt’s Structured Context Makes Agentic Data Development Safe and Scalable

AI is transforming how applications are built, but data pipelines often lag behind. Automation hits a barrier due to a lack of structured context . Without this, even the most advanced AI agents face ...

AI agents automation data engineering data pipelines dbt MCP server structured context

Dec 11, 2025

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Scaling AI Data Pipelines with Serverless Spark and GPUs on Azure

Modern AI applications, from semantic search to advanced retrieval systems, demand the rapid processing of massive text datasets. A major challenge is generating high-quality embeddings at scale, whic...

AI infrastructure Apache Spark Azure data pipelines embedding generation NVIDIA GPUs serverless

Aug 28, 2025

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