An AI-native programming system based on VL (Visual Logic), where Language ⇄ Graph ⇄ AI Agents are fully reversible.
VisualLogic is a full-stack AI programming system built on a minimal, deterministic language called VL (Visual Logic).
It enables:
- Natural language → full application generation
- Massively parallel multi-agent code generation
- True bidirectional transformation between code and visual graphs
- Deterministic AI output with ultra-low token cost
Unlike traditional low-code, no-code, or prompt-based systems:
VisualLogic is not a tool on top of code.
VisualLogic is the programming system itself.
Natural Language ↓ AI IDE (Agents + Workflow + Prompt Center) ↓ VL Files (.vx .vv .vs .vdb) ↓ Graphic IDE (Visual Programming & Debug) ↓ VL Compiler ↓ JS + Java / Node Full Stack Code
VL is a deterministic, low-entropy programming language optimized specifically for AI:
- Stable grammar
- No hidden state
- No formatting ambiguity
- Massive agent parallelism
- Ultra low token cost per generation
VL acts as the intermediate representation (IR) between:
- AI Models
- Visual IDE
- Real production code
The Visual IDE is the 2D projection of VL.
The VL text is the 1D projection of the visual IDE.
Everything in VisualLogic is a component:
- UI Components
- Service Components
- Database Components (VirtualTables)
- Workflow Components
- Agent Components
This allows:
- True full-stack visual programming
- Unified logic across frontend, backend, and data
- AI-friendly structured generation
VisualLogic embeds a full workflow engine inside the AI IDE:
- Each Agent is configurable
- Each Agent uses Prompt IDs from a Prompt Document Center
- The entire Agent Workflow is defined as a JSON file
- The JSON itself can be generated and optimized by AI
This enables:
- Self-evolving AI development pipelines
- Human-in-the-loop debugging
- Deterministic multi-agent collaboration
VisualLogic provides:
- Online cloud compiler
- Local offline compiler
- Full-stack output:
- Frontend: JavaScript
- Backend: Java / Node
- Independent deployment
VisualLogic follows a layered open-source strategy:
| Layer | Open Status |
|---|---|
| VL Language Spec | ✅ Open |
| VL Grammar & Parser | ✅ Open |
| VL ⇄ Graph Mapping | ✅ Open |
| AI Optimization Patches | ❌ Closed |
| AI IDE | ❌ Closed |
| Graphic IDE | ❌ Closed |
| Cloud Compiler | ❌ Closed |
- AI-native developers
- System architects
- Enterprise engineering teams
- Researchers in AI programming languages
- Low-code / No-code platform builders
The future of programming is not typing code.
The future is AI + deterministic language + visual systems.