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Data and Storage Design
Vektagraf employs a model-aware object graph storage model. Every model and field in the schema i...
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...
Schema-Driven Execution
A major design principle: Execution must be an interpretation of schema, not an implementation d...
Vektagraf as the First Hyperstore
Vektagraf embodies the Hyperstore paradigm by grounding the system in a declarative JSON schema. ...
Chapter 18: Automation System
Overview The Vektagraf Automation System provides a powerful, declarative approach to data lifecy...
Chapter 17: Job Queue System
Overview The Vektagraf Job Queue System is a comprehensive background job processing framework th...
Chapter 16: Performance Tuning and Optimization
Overview Performance optimization is crucial for Vektagraf applications handling large datasets a...
Chapter 15: Monitoring and Observability
Overview Comprehensive monitoring and observability are essential for maintaining healthy Vektagr...
Chapter 14: Transport Layer Integration
Overview Vektagraf's transport layer provides flexible communication protocols for distributed ap...
Chapter 13: Multi-Tenant Architecture
Overview Vektagraf's multi-tenant architecture enables secure isolation and resource management f...
Chapter 19: Production Deployment Patterns
Overview This chapter covers production deployment patterns for Vektagraf applications, focusing ...
Chapter 20: Scaling and High Availability
Overview This chapter focuses on scaling strategies and high availability patterns for Vektagraf ...
Chapter 21: DevOps and CI/CD Integration
Overview This chapter focuses on integrating Vektagraf applications into modern DevOps workflows ...
Chapter 22: Troubleshooting and Maintenance
Overview This chapter provides comprehensive guidance for troubleshooting common issues and maint...
Chapter 23: Building Recommendation Systems
Overview Recommendation systems are one of the most compelling applications of Vektagraf's vector...
Chapter 24: Document and Content Management
Overview Document and content management systems are natural applications for Vektagraf's combine...
Chapter 25: Social Networks and Graph Applications
Overview Social networks and graph-based applications are perfect use cases for Vektagraf's nativ...
Chapter 26: AI/ML Integration Patterns
Overview Vektagraf's vector-first architecture makes it an ideal platform for AI/ML integration. ...
Appendix IV: Migration and Upgrade Guides
Overview This chapter provides comprehensive guidance for migrating between Vektagraf versions, u...