Blog Posts | Joshua Berkowitz

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github × data engineering ×

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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Hugging Face Introduces Dataset Streaming for Machine Learning

If you’ve ever been frustrated by long waits to download massive datasets for model training, you’re not alone. Hugging Face has introduced a groundbreaking way to stream multi-terabyte datasets direc...

data engineering dataset streaming huggingface machine learning parquet performance optimization Xet storage

Nov 7, 2025

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Empowering Developers: Microsoft Fabric Extension for VS Code Goes Open Source

Microsoft is inviting developers to take the reins with the open-source Fabric Core extension for Visual Studio Code. This strategic move not only demonstrates the company’s commitment to transparency...

community data engineering developer tools extensions GitHub Microsoft Fabric open-source VS Code

Oct 30, 2025

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Hugging Face’s FinePDFs Dataset For AI Training

AI research has long relied on web-scraped content, but Hugging Face’s FinePDFs dataset is set to change the landscape. By sourcing over 475 million documents directly from PDFs, often considered too ...

AI data engineering datasets Hugging Face language models machine learning open source PDF

Sep 19, 2025

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