Knowledge Base

Reference configurations, integration guides, articles, video tutorials, and resources — all in one place.

Configuration Reference

Ready-to-use configurations for Azure Databricks, Snowflake, ADF, VS Code, DevOps pipelines, and more.

Azure Databricks Snowflake VS Code
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Integration Guides

Step-by-step integration patterns for ADF, Databricks, Snowflake, Mainframe migration, and multi-agent pipelines.

ADF Pipelines Migration Agents
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Articles

Architecture decision records, technical deep-dives, lessons learned, and pattern documentation.

Architecture Patterns Best Practices
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Video Tutorials

Curated YouTube tutorials on Cloud, AI, Data Engineering, and DevOps — categorised and described.

YouTube Tutorials How-To
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Tools & Resources

Curated tools, cheat sheets, useful links, GitHub repos, and bookmarks for data and cloud engineers.

Tools Cheat Sheets Links GitHub
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 Recently Added

Multi-Agent System — Agent Design Templates

Configuration templates for Orchestrator, Planner, Executor, Deployment, and Test agents on Databricks.

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Blog Post: Building a Multi-Agent AI System on Databricks

End-to-end walkthrough of the multi-agent orchestration architecture for Semantic Layer delivery.

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Databricks Cluster Configuration Reference

Optimised cluster configs for ETL workloads, ML, and streaming on Azure Databricks.

Coming Soon