Event-Driven Architectures for Real-Time Analytics and AI
4 December 2025
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Explains how event streams, message queues, and real-time processing power both operational analytics and context-rich AI agents.
Blog · Insights · Thought Leadership
Insights on Data Platforms, Governance & Agentic AI
Deep-dives, architectures, and practical guides on Microsoft Fabric, Delta Lake, Databricks, Snowflake, data governance, and AI in production.
Designing AI-Ready Data Platforms with Governance at the Core
4 December 2025
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A blueprint for building platforms where lineage, metadata, and access control are first-class citizens rather than afterthoughts.
Why Every Data Engineer Should Care About LangChain
4 December 2025
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Shows how LangChain changes the role of data engineers by connecting data pipelines with LLMs, tools, and retrieval-augmented generation.
The Engineering Discipline in Data Engineering: Why It Matters More Than Ever
4 December 2025
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Argues that data engineering must embrace software engineering discipline—testing, CI/CD, observability, and design patterns—to stay effective in the age of AI.
Slowly Changing Dimensions: A Comprehensive Platform Comparison and Best Practices
4 December 2025
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Compares SCD implementations across SQL, Spark, Delta, and Fabric, with guidance on when to choose Type 1 vs Type 2 and how to keep models maintainable.
Microsoft Fabric DS & AI – Part V: Batch Scoring at Scale
4 December 2025
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Implementing robust batch scoring in Fabric, including patterns for scheduling, monitoring, and integrating predictions into downstream systems.