Blog Posts | Joshua Berkowitz

6 Articles

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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Unlocking Next-Level Data Pipelines: What’s New in Microsoft Fabric’s Data Factory

Microsoft’s latest Data Factory updates that were recently unveiled at Ignite are changing the landscape for data professionals. With a strong focus on making data pipeline orchestration more user-fri...

AI Copilot Airflow Data Factory data pipelines Ignite Lakehouse Microsoft Fabric monitoring

Nov 23, 2025

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Effortless Data Refreshes: Power BI’s Semantic Model Refresh Templates Explained

Staying on top of fresh data in Power BI is crucial for accurate, up-to-date reporting. With the introduction of Semantic Model Refresh Templates in Power BI (currently in Preview), Microsoft delivers...

automation data pipelines event triggers incremental refresh Power BI scheduled refresh semantic model templates

Oct 3, 2025

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Pipe Syntax In Modern SQL Analytics

SQL has long been the backbone of data management, but its rigid structure can make complex data transformations cumbersome. Traditional SQL forces analysts to follow strict clause ordering and rely h...

BigQuery cloud computing data analytics data pipelines GoogleSQL log analysis pipe syntax SQL

Aug 28, 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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Azure Databricks: Advanced Data Governance and AI Workloads on Azure

Azure Databricks is rapidly redefining how enterprises approach data and AI on the cloud. With a wave of recent innovations announced at the Data + AI Summit , organizations now have access to a unifi...

AI workloads Azure Databricks business intelligence data governance data migration data pipelines open formats Unity Catalog

Jul 28, 2025

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