Hyperstore Technical Whitepaper
A Deep Technical and Scientific Whitepaper for Vektagraf
Abstract
Modern backend architectures suffer from structural fragmentation: databases, validation framewor...
The Structural Problem with Modern Systems
Over the last two decades, backend architectures have evolved in complexity without evolving in c...
The Hyperstore Motivation
Hyperstores emerge from a simple observation: If the domain model were fully declarative, comple...
Vektagraf as the First Hyperstore
Vektagraf embodies the Hyperstore paradigm by grounding the system in a declarative JSON schema. ...
Schema Architecture and Design Rationale
Vektagraf schemas are composed of extension schemas and application schemas. This design was chos...
Schema-Driven Execution
A major design principle: Execution must be an interpretation of schema, not an implementation d...
Data and Storage Design
Vektagraf employs a model-aware object graph storage model. Every model and field in the schema i...
Multi-Tenancy
Vektagraf treats multi-tenancy as a first-class primitive. Design motivations: Multi-tenant SaaS...
Security and Cryptographic Architecture
This is one of the most scientifically rigorous parts of the system. Symmetric Encryption AES-256...
File and Binary Storage
Files are not treated as external attachments. Instead: Files are versioned Encrypted per tenant...
Vector Search and AI Integration
Vektagraf supports vector fields: "embedding": { "type": "vector", "dimensions": 1536, "ind...
Code Generation
All client/server code is generated from schema: Types Validation Encryption behavior API routes...
Plugin Architecture
Vektagraf’s plugin architecture is a critical component of the Hyperstore ecosystem. While the sc...
Hyperstore vs Traditional Systems
Vektagraf’s Hyperstore architecture represents a fundamental departure from the design principles...
Performance Evaluation and Comparative Analysis
Based on Benchmark Execution: 2025-12-05T18:14:43.217086 This section evaluates Vektagraf’s perfo...
Appendix A — Performance Evaluation
This appendix provides a structured, scientific presentation of the performance results collected...