Technical articles, guides, walkthroughs, and learning materials for enterprise data engineers working with metadata, AI, Snowflake, and modern data platforms.
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Curated technical content organized by topic and format.
10+ technical articles on metadata engineering, Snowflake, AI for data engineering, and enterprise data platforms.
Step-by-step visual walkthrough of the DE Copilot platform: from metadata input to governed artifact delivery.
Deep-dive guides on building metadata-driven data engineering platforms, Canonical Metadata Models, and STTM automation.
Practical resources on applying AI to enterprise data engineering: artifact generation, metadata extraction, and governed delivery.
Enterprise Snowflake design patterns, Cortex Analyst, semantic layers, data quality, and observability resources.
Resources on enterprise data governance, data quality rule generation, reconciliation, and observability frameworks.
DE Copilot is built in the open. Code, examples, and reference implementations will be published as the platform matures.
DE Copilot Platform
In DevelopmentThe core metadata intelligence platform — Canonical Metadata Model, artifact generation engine, and human review workflow.
STTM Templates & Examples
Coming SoonReference Source-to-Target Mapping templates, sample metadata files, and worked examples for common enterprise data engineering patterns.
Canonical Metadata Model Schema
Coming SoonThe normalized metadata schema that powers DE Copilot artifact generation — field definitions, transformation logic, business rules, and governance metadata.
Live Prototype (Streamlit)
LiveThe working DE Copilot STTM Factory prototype — upload a mapping, generate SQL, DDL, and documentation. Open and accessible now.
Open prototypePublished content and professional profiles across external platforms.