main.py
utils.py
config.json
Meet Koni
Koni is your AI co-developer and orchestrator. It adapts to your coding style, summarizes your intent, tracks your project state, and executes tasks intelligently. Koni doesn't just assist — it learns and leads.
Your Adaptive AI Partner
Koni goes beyond simple code suggestions. It studies your codebase, learns your patterns, and understands your project architecture to provide contextually relevant assistance that evolves with your needs.
Whether you want light guidance or full autonomy, Koni adapts to your preferred workflow — offering everything from subtle hints to complete implementation.
Contextual Awareness
Koni understands your project's structure, dependencies, and requirements, providing solutions that integrate seamlessly with your existing code.
Persistent Project Memory
Unlike other AI tools, Koni maintains complete context of your entire project history, decisions, and architecture, ensuring consistent and coherent assistance across your development lifecycle.
Cross-Model Intelligence
Koni seamlessly orchestrates multiple AI models (OpenAI, Claude, DeepSeek, Gemini, CodeLlama) while maintaining full project context across all of them, giving you the best of each model without context fragmentation.
Agent-to-Agent Interoperability
VybeCoder supports the open Agent2Agent (A2A) protocol, enabling real-time structured communication with external agents such as LangChain, GPTs, and Agentspace. Tasks can be routed to and from Koni over secure API and WebSocket connections.
Meta Control Protocol (MCP)
Our Meta Control Protocol orchestrates agents and services behind the scenes — intelligently routing tasks, applying fallback logic, and coordinating multiple models or tools to get results faster and more reliably.
Long-Term Context Awareness
Koni maintains detailed memory of your project's evolution, file structure, and prior agent responses. This ensures every interaction has full context — even across sessions or multiple AI models.
Self-Awareness Engine
VybeCoder includes a CLI-based Context Loader that deeply scans your project files, classifies risks, detects emit chains, and prepares structured knowledge for AI models. This helps Koni instantly understand your full project state.
Full-Stack Autonomous Development
VybeCoder integrates AI from the ground up—not as plugins. Build complete applications, debug systems, and deploy production-ready code with our AI-native development platform.
Explorer
main.py
utils.py
config.json
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import json from flask import Flask app = Flask(__name__) @app.route("/") def hello(): return "Welcome to VybeCoder!"
Terminal
Output
Problems
$ python main.py
🚀 App launched on http://localhost:5000
✅ No errors detected.
K
Koni
Built For AI, From The Ground Up
VybeCoder isn't just another IDE with AI features bolted on. Its entire architecture was designed from first principles to enable true autonomous software development—from understanding requirements to deploying tested, production-ready applications.
Choose your level of collaboration—work alongside AI for enhanced productivity or define your requirements and let VybeCoder build complete solutions autonomously, with you in control at every step.
Full-Stack Autonomy
Build front-end, back-end, database schemas, and infrastructure as code—all from natural language descriptions. VybeCoder generates, tests, and refines complete solutions across the entire stack.
Collaborative Development
Collaborate with AI at your preferred level. Guide development step-by-step, request specific components, or provide high-level requirements and let VybeCoder handle the details while keeping you in control.
Intelligent Scaffolding
VybeCoder doesn't just write code—it creates entire project structures with proper architecture, dependencies, and configuration. It builds systems that follow best practices for maintainability and extensibility.
Safe & Observable Emission
Built on a custom WebSocket and direct API infrastructure, VybeCoder emits status updates, diagnostics, and results in real time using a fault-tolerant, multi-namespace emit system with rollback-aware diagnostics and live feedback to the frontend.
Code Risk Auditor
Run the audit CLI to automatically detect missing emits, dangerous timeouts, unjoined rooms, and context violations. VybeCoder doesn't just guess — it verifies your architecture against best practices.
Self-Healing Fix Engine
The CLI Fix Tool automatically patches emit logic, joins missing rooms, corrects malformed namespaces, and restores safe fallback emit patterns — giving you automated, production-safe code recovery in seconds.
How We Compare
See how VybeCoder stands apart from traditional IDEs and other AI coding tools. Our autonomous development approach delivers a fundamentally different experience.
| Feature | Traditional IDEs | AI Code Assistants | VybeCoder |
|---|---|---|---|
| Code Generation | Limited snippets | Line-by-line suggestions | Full feature implementation |
| Context Awareness | Single file only | Complete project understanding | |
| Cross-Model Integration | Single model | ||
| Full-Stack Development | Manual coordination | Limited to single technologies | End-to-end autonomous creation |
| Project Memory | Basic VCS integration | Limited session context | Complete development history |
| Intelligent Debugging | Traditional debugger | Suggestions only | Root cause analysis & fixes |
| Security Analysis | Basic linting | Limited suggestions | AI-powered zero-trust security |
Frequently Asked Questions
What makes VybeCoder different from other AI coding tools?
VybeCoder was built from the ground up as an AI-native development environment, not as an existing IDE with AI features added on. It provides complete project context awareness, cross-model AI integration, and can autonomously implement entire features across full technology stacks, not just suggest individual lines of code.
What programming languages and frameworks does VybeCoder support?
VybeCoder supports all major programming languages including Python, JavaScript, TypeScript, Java, C#, Ruby, Go, and more. It also handles popular frameworks like React, Angular, Vue, Django, Flask, Express, Spring Boot, and .NET. Our architecture allows us to continuously expand language and framework support.
How does VybeCoder's security system work?
DevSafe AISC (AI Safety Control) provides a zero-trust security model for all AI actions. Every modification, code generation, or system command is verified against security policies before execution. All actions are logged in tamper-proof audit trails, and one-click rollback is available for any changes. The system also includes automatic scanning for vulnerabilities and compliance issues.
Can I use VybeCoder with my existing projects?
Yes! VybeCoder is designed to work with both new and existing projects. When you import an existing project, Koni analyzes your codebase, learns its structure and patterns, and can immediately provide contextually relevant assistance. VybeCoder works with standard Git repositories and respects your existing project structure and workflows.
What AI models power VybeCoder?
VybeCoder leverages multiple AI models including Claude by Anthropic, GPT models from OpenAI, DeepSeek, Gemini, and CodeLlama. Our architecture orchestrates these models in real-time, choosing the best AI for each specific task while maintaining shared context across all interactions.
What kind of developers is VybeCoder designed for?
VybeCoder is designed for developers of all skill levels. For experienced developers, it accelerates productivity by handling repetitive tasks and implementation details. For beginners, it provides guidance and can generate high-quality code based on natural language descriptions. Teams benefit from consistent, well-documented code and shared knowledge.
DevStudioAI Animations is an autonomous AI-powered animation and simulation studio that lets users instantly generate complete, production-ready creative projects across Unity, Unreal, AR/VR, MetaQuest, Omniverse, Mobile, Gaming, and Digital Twin disciplines — without writing a single line of code.
Supported Disciplines
Unity & Games
C# scripts, XR input, prefabs, scene files
Unreal Engine
Blueprint, C++, UE5 projects
AR/VR & MetaQuest
Hand tracking, spatial maps, interactions
Omniverse & Digital Twins
USD scenes, RTX rendering, simulations
Chat ➝ AI ➝ Project Plan ➝ Code ➝ Done.
You dream it. DevStudioAI Animations builds it. Autonomously.
Try It NowDevSafe AISC is the real-time AI firewall for autonomous agents. It audits, logs, and enforces zero-trust security policies for every AI decision made inside VybeCoder — with rollback, compliance scanning, and blockchain logging.
🔒
Zero-Trust AI Security
Every AI-generated action is verified against security policies before execution, preventing unauthorized modifications.
📝
Immutable Audit Logs
All AI operations are recorded in tamper-proof logs, providing complete transparency and accountability.
↩️
One-Click Rollback
Instantly revert to any previous state with complete version control of AI-generated code and changes.
🔍
Compliance Scanning
Automatic checks for security vulnerabilities, licensing issues, and regulatory compliance requirements.
VybeCoder isn't just another AI coding assistant. Our self-healing, self-learning cross-domain autonomous intelligence sets us apart from traditional development tools.
Beyond Suggestions
While most AI coding tools offer snippets and suggestions, VybeCoder's Koni understands entire codebases and project architecture, enabling it to handle complex development tasks autonomously.
Koni doesn't just predict your next line of code — it understands your project goals and can implement entire features from natural language descriptions.
Technologies We Support
🚀 DevStudioAI Inc. — Vision Roadmap
Our ambitious roadmap outlines the future of our core product pillars: VybeCoder, DevStudioAI Animations, and DevSafe AISC. Here's where we're heading in the coming months and years.
VybeCoder
AI-native development IDE for full-stack coding, debugging, and autonomous software creation
Ambitions:
- Support autonomous full-stack project generation (multi-agent scaffolding → code → debug → deploy)
- Multi-agent coding: Claude for planning, DeepSeek for generation, CodeLlama for optimization
- Direct integration with real compilers, formatters, language servers
- Support Docker, microservices, backend orchestration natively
- Agent-controlled terminal interface with npm install, git, test running via WebSocket
- AI-driven refactoring and schema migration
- Extend VybeCoder to support API-first design + AI-generated Postman-like testing
DevStudioAI Animations
An AI-powered creative engine for Unity, Unreal, Omniverse, AR/VR, MetaQuest, and Digital Twin simulations
Ambitions:
- Prompt-to-scene generation (timeline, keyframe, XR interaction, animation flow)
- Multi-agent simulation orchestration (animator agent, renderer agent, script writer)
- Native Unity and Unreal CLI build hooks
- Export scenes in USD, GLTF, FBX for render or export
- Real-time simulator loop via WebSocket sandbox terminal
- Voice-commanded AI scene edits (Claude/GPT control over scene objects)
- Dev-to-device asset deployer (MetaQuest, Android, WebXR bridge)
- Claude-style Project Assistant for game, simulation, AR experience creation
- Asset marketplace integration (auto-skin character, auto-light environment)
DevSafe AISC (AI Safety Control)
A security-first platform to govern, validate, and audit AI behavior and code
Ambitions:
- Define safety layers for multi-agent workflows (L4+ autonomy auditing)
- Implement permission systems for agents: read/write/shell/network scope
- Safety sandbox and risk rating per protocol / file / event
- Detect and halt AI "runaway" behaviors (e.g. file mutation loops)
- Versioned rollback for every file generated or modified by an agent
- Enable behavioral AI unit tests: "did this agent overstep its instructions?"
- Red team mode: simulate attack vectors and exploit prompts across agents
- SOC 2 / ISO 27001 alignment for AI-involved software delivery pipelines
Ready to experience the future of software development? Join the VybeCoder community today and bring your ideas to life with the power of autonomous AI.