V# v0.1.0 — Solution Template Foundation

V# v0.1.0 — Foundation Design Release

This is the first public foundation release of the V# Solution Template.

V# is a platform-independent, AI-ready solution framework for designing analytics solutions in a consistent, repeatable, and future-proof way. It is built on the Cherry Tree Architecture and focuses on how analytics solutions are structured, implemented, governed, and evolved across different technology platforms.

This release introduces the core V# design language, architecture model, coding standards, and supporting presentation materials. It provides the foundation for future platform-specific implementations, including V90 for SQL Server practice and reference implementation, V91 for Microsoft Fabric, and V92 for Databricks.

What is included

• V# solution template overview
• V# architecture diagram
• V# design diagram
• Coding standards introduction
• Volan9 Lab overview
• Introductory presentation deck
• Open-source licence
• Project README

Purpose of this release

The purpose of this release is to establish V# as a reusable analytics solution template and reference design. It provides a shared structure for organising data flow, analytical logic, engineering artefacts, naming conventions, automation patterns, quality expectations, and lifecycle management.

V# is intended to reduce repeated redesign across analytics projects by giving teams a common architectural starting point while still allowing flexibility in business logic, platform choice, and analytical creativity.

Key concepts introduced

• Platform-independent analytics solution design
• Cherry Tree Architecture alignment
• Pattern-driven solution structure
• Consistent naming and artefact organisation
• Reusable scaffolding and standards
• Quality and observability built into the design
• AI-ready structure for documentation, development support, validation, and future optimisation

Not included in this release

This release is design-focused. It does not yet include a complete executable implementation, deployment automation, production-ready pipelines, or platform-specific code packages.

Future releases may include implementation-specific assets for V90, V91, V92, and other practice versions.

Intended use

Use this release for:

• Architecture review
• Solution design discussion
• Analytics framework planning
• Team onboarding
• AI-assisted design and documentation experiments
• Preparing future platform-specific implementations

V# is designed to help analytics teams spend less time rebuilding foundations and more time delivering insight, trust, and business impact.

Full Changelog: https://github.com/Volan9/VShape/commits/V#