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Model-Driven Development Framework

ElastiCORE

Domain Model-Governed AI Code Generation

Declarative modeling eliminates boilerplate code, letting developers focus on business logic. From DSL to production-ready Spring Boot — deterministic, consistent, and maintainable.

CompanyContractVehicleUserReceiptInvoicePartnerClaimBranchStatusTypeCostDSL MODELentity:Company:meta: entity @exposefields:id: string(13) @idname: string(20)!activeYn: Indicator!type: CompanyTypeContract:meta: entity @exposefields:contractId: string!company: Companyvehicle: Vehicle

Lessons from No-Code & AI Era

Fast code generation is easy. Maintaining, operating, and evolving it at enterprise scale — that's the real challenge.

Limits of No-Code

  • Fast initial development
  • Growing exceptions over time
  • Vendor lock-in risk
  • Maintenance costs skyrocket at scale
  • Limited customization options

Limits of Vibe Coding

  • AI generates code fast
  • Inconsistent patterns on iterations
  • Production-readiness requires extra effort
  • Unpredictable code quality across sessions
  • No architectural governance
Writing code with AI is easy. Operating and maintaining it is hard.
Governed automation is the answer.

Model-Driven Architecture

DSL is the Single Source of Truth — from a declarative model to production-ready Java code.

DSL(YAML)
ElastiCORE EngineCode Generator
Java SourceSpring Boot
JPA Entity DTO Repository Service Controller REST API
Deterministic Generation
Same DSL always produces the same code — no surprises, no hallucinations.
Consistent Code Patterns
Every entity, every API follows the same architecture. Zero drift over time.
Minimal Maintenance Cost
Change the model once — all layers regenerate automatically.

Vibe Coding vs ElastiCORE

See how model-driven development compares to AI-assisted code generation.

Criteria
Vibe Coding
ElastiCORE ✦
Code Quality
Inconsistent
Deterministic & Consistent
Generation Scope
Partial automation
Full-stack automation
Change Management
Regenerate every time
Modify model only
Measurability
Impossible ("it works")
Quantifiable metrics
Architecture Safety
Risky — no governance
Deterministic guarantee
Compliance
Manual verification
Automated verification
Code Quality
Vibe: Inconsistent
Deterministic & Consistent
Generation Scope
Vibe: Partial automation
Full-stack automation
Change Management
Vibe: Regenerate every time
Modify model only
Measurability
Vibe: Impossible ("it works")
Quantifiable metrics
Architecture Safety
Vibe: Risky — no governance
Deterministic guarantee
Compliance
Vibe: Manual verification
Automated verification

Quantitative Impact

Real-world results from enterprise ElastiCORE deployments.

500
0%
reduction
Boilerplate Code
DTO, Entity, JPA, CRUD — all auto-generated from DSL definitions.
2 days30 min
0%
reduction
Schema Change Time
Database migration and code update propagated automatically.
6 months1 month
0%
faster
Onboarding Period
New developers productive in weeks, not months.

Model-Driven Development Lifecycle

From analysis to deployment — a streamlined, repeatable process.

Analysis
Define requirements and domain models collaboratively
Planners can participate
Modeling
Create application data models in declarative DSL
Single Source of Truth
Generation
ElastiCORE generates the entire core application code
Deterministic output
Development
Developers focus on custom business logic only
Changes auto-propagated
Deploy
Build & deploy with API documentation auto-synced
API auto-sync

ElastIDE

A web-based modeling environment built for ElastiCORE — design, visualize, and generate.

ElastIDE — Web Modeling Environment
ide.elasticore.io
Web-Based IDE
Access from anywhere with a browser — no installation required. Real-time collaboration built in.
Knowledge Graph
Visualize entity relationships and navigate your domain model with interactive graph views.
AI Agent Integration
AI-assisted modeling and code review with contextual suggestions based on your domain.

Enterprise-Ready Service Architecture

3-tier architecture designed for scalability, maintainability, and production operations.

Presentation Tier
Node.js / SSR
WebSocket
Vite / React
Business Tier
API Controller
Domain Service
JPA Repository
Data Tier
Database (RDB)
External API
Message Queue
JDK 21 Spring Boot 3.x Container-Native Kubernetes Ready Enterprise Security Observability

Proven in Enterprise Production

ElastiCORE powers mission-critical systems across industries.

Mobillug
OSR (On-Demand Solution for Rental)
2024.10 — 2025.02
  • Short-term rental car service
  • AI-powered data analysis & prediction
  • External system integration (CRM, ERP)
  • Multi-region deployment architecture
SK Rent-a-Car — Samsung Fire & Marine
SRP (Subrogation Recovery Platform)
2025.10 — 2026.01
  • Rental car management platform
  • ElastIDE-driven modeling workflow
  • MSA (Microservice Architecture)
  • Real-time claim processing pipeline

Get Started Today

Experience a new standard for enterprise development with ElastiCORE.

Questions? Contact Us →