Technical Manifesto

Architectural Methodology

The Data Linq repository is a specialized knowledge base for Enterprise Data Standards. Our objective is to codify the patterns required to build resilient, sovereign, and configuration-driven cloud platforms for the global engineering community.

Engineering Principles

Framework 01

Metadata-Driven Orchestration

Eliminating hard-coded logic by utilizing JSON/YAML definitions to drive compute. This enables system-wide idempotency and rapid disaster recovery of data states.

View Documentation Pattern →
Framework 02

Infrastructure Sovereignty

Defining Landing Zones as Immutable Infrastructure. By utilizing Terraform modularization, we ensure that enterprise security perimeters are auditable and reproducible.

View IaC Blueprint →

Standardized Technology Stack

  • Unified Compute Azure Databricks, Apache Spark (3.x), Photon Engine
  • Governance & Lineage Unity Catalog, Microsoft Purview, Fine-Grained Access
  • Infrastructure Terraform, ARM, Azure DevOps (CI/CD)
  • Storage Layer Delta Lake, ADLS Gen2, Medallion Schemas
  • Orchestration Airflow, ADF, DLT (Delta Live Tables)
  • Advanced Analytics Microsoft Fabric, Power BI (Direct Lake)

Architectural Provenance

The patterns documented here have been validated across large-scale institutional environments, including public sector healthcare (SLED20) and global cloud migrations. We focus on the implementation of Well-Architected Framework (WAF) pillars to ensure long-term operational excellence.

Repository Mission

This site serves as a contribution to the cloud community. For technical inquiries regarding the standardization of these patterns or contribution requests, please refer to the primary index.