---
title: 'Roadmap'
description: 'RunAgent development roadmap and upcoming features'
icon: 'map'
---

import NeedHelp from '/snippets/need-help.mdx';

<Info>
  **Last Updated**: January 2024
</Info>

## Overview

RunAgent is continuously evolving to provide the best possible experience for AI agent deployment and multi-language access. This roadmap outlines our planned features and improvements.

## Current Status

### ✅ **Completed Features**

- **Core Platform**: Basic agent deployment and execution
- **Multi-Language SDKs**: Python, JavaScript, Go, Rust
- **Streaming Support**: Real-time response streaming
- **Firecracker Integration**: Secure microVM execution
- **Auto-scaling**: Automatic agent scaling based on demand
- **REST API**: Complete REST API for agent interaction
- **WebSocket Support**: Real-time communication
- **Configuration System**: Flexible agent configuration
- **Error Handling**: Comprehensive error handling and reporting
- **Monitoring**: Basic monitoring and logging

## Short-term Roadmap (Q1 2024)

### 🛠️ **In Development**

#### Rate Limiting
- **Client-based Rate Limiting**: Per-client request rate limits
- **Agent-based Rate Limiting**: Per-agent request rate limits
- **Dynamic Rate Limiting**: Adaptive rate limiting based on system load
- **Rate Limit Headers**: Standard rate limit headers in responses

#### Agent Authentication
- **API Key Management**: Enhanced API key management system
- **Role-based Access Control**: Fine-grained permission system
- **Agent-level Authentication**: Individual agent authentication
- **OAuth Integration**: OAuth 2.0 support for enterprise users

#### Enhanced Monitoring
- **Real-time Metrics**: Live performance metrics dashboard
- **Alerting System**: Configurable alerts for system issues
- **Distributed Tracing**: End-to-end request tracing
- **Performance Analytics**: Detailed performance analysis

### 🔜 **Planned for Q1**

#### Advanced Caching
- **Response Caching**: Intelligent response caching
- **Cache Invalidation**: Smart cache invalidation strategies
- **Distributed Caching**: Multi-instance cache coordination
- **Cache Analytics**: Cache hit/miss analytics

#### Improved SDKs
- **TypeScript Definitions**: Complete TypeScript support
- **Async/Await Patterns**: Enhanced async patterns
- **Error Recovery**: Automatic error recovery mechanisms
- **Connection Pooling**: Advanced connection pooling

## Medium-term Roadmap (Q2-Q3 2024)

### 🚀 **Major Features**

#### Agent Memory
- **Persistent Memory**: Long-term memory for agents
- **Memory Management**: Efficient memory storage and retrieval
- **Memory Sharing**: Shared memory between agent instances
- **Memory Analytics**: Memory usage analytics and optimization

#### Agent-to-Agent Communication
- **Inter-Agent Messaging**: Direct agent-to-agent communication
- **Event System**: Event-driven agent communication
- **Agent Discovery**: Automatic agent discovery and registration
- **Communication Protocols**: Standardized communication protocols

#### Advanced Frameworks
- **LangChain Integration**: Enhanced LangChain support
- **Hugging Face Integration**: Hugging Face model integration
- **Custom Runtimes**: Support for additional programming languages
- **Framework Templates**: Pre-built framework templates

#### Enterprise Features
- **Multi-tenancy**: Multi-tenant architecture support
- **Enterprise SSO**: Single sign-on integration
- **Audit Logging**: Comprehensive audit logging
- **Compliance**: SOC 2, GDPR, and HIPAA compliance

### 🔧 **Infrastructure Improvements**

#### Scalability
- **Kubernetes Integration**: Native Kubernetes support
- **Service Mesh**: Istio integration for advanced networking
- **Edge Computing**: Edge deployment capabilities
- **Global Distribution**: Multi-region deployment

#### Performance
- **GPU Support**: GPU-accelerated agent execution
- **Optimized Serialization**: Faster data serialization
- **Connection Optimization**: Advanced connection management
- **Resource Optimization**: Intelligent resource allocation

## Long-term Roadmap (Q4 2024+)

### 🌟 **Vision Features**

#### AI-Powered Platform
- **Intelligent Scaling**: AI-driven auto-scaling
- **Predictive Analytics**: Predictive performance analytics
- **Anomaly Detection**: Automatic anomaly detection
- **Self-healing**: Self-healing system capabilities

#### Advanced Agent Capabilities
- **Agent Composition**: Composable agent architectures
- **Agent Orchestration**: Complex agent workflows
- **Agent Learning**: Self-improving agents
- **Agent Marketplace**: Public agent marketplace

#### Platform Ecosystem
- **Plugin System**: Extensible plugin architecture
- **Third-party Integrations**: Rich third-party integrations
- **Community Features**: Community-driven features
- **Open Source**: Open source platform components

## Feature Status Legend

- ✅ **Completed**: Feature is fully implemented and available
- 🛠️ **In Development**: Feature is currently being developed
- 🔜 **Planned**: Feature is planned for upcoming release
- 🚀 **Major Feature**: Significant new capability
- 🔧 **Infrastructure**: Platform infrastructure improvement
- 🌟 **Vision**: Long-term vision feature

## Release Schedule

### **Version 1.0** (Q1 2024)
- Rate limiting
- Agent authentication
- Enhanced monitoring
- Advanced caching

### **Version 1.1** (Q2 2024)
- Agent memory
- Agent-to-agent communication
- Advanced frameworks
- Enterprise features

### **Version 1.2** (Q3 2024)
- Kubernetes integration
- GPU support
- Edge computing
- Global distribution

### **Version 2.0** (Q4 2024)
- AI-powered platform
- Advanced agent capabilities
- Platform ecosystem
- Open source components

## Community Feedback

We value community input and feedback. Here's how you can contribute:

### **Feature Requests**
- **GitHub Issues**: Submit feature requests on GitHub
- **Discord Community**: Discuss features in our Discord
- **User Surveys**: Participate in our user surveys
- **Beta Testing**: Join our beta testing program

### **Priority Factors**
- **User Demand**: Number of users requesting the feature
- **Technical Feasibility**: How feasible the feature is to implement
- **Strategic Alignment**: How well it aligns with our vision
- **Resource Requirements**: Development effort required

## Getting Involved

### **Contributing**
- **Code Contributions**: Contribute to the codebase
- **Documentation**: Help improve documentation
- **Testing**: Help test new features
- **Feedback**: Provide feedback on features

### **Beta Access**
- **Early Access**: Get early access to new features
- **Feedback Loop**: Provide feedback during development
- **Influence Direction**: Help shape feature development
- **Community Recognition**: Get recognized for contributions

## Migration Planning

### **Backward Compatibility**
- **API Stability**: Maintain API stability across versions
- **Migration Guides**: Provide migration guides for breaking changes
- **Deprecation Warnings**: Give advance notice of deprecated features
- **Support Timeline**: Maintain support for older versions

### **Upgrade Paths**
- **Incremental Updates**: Incremental upgrade paths
- **Automated Migration**: Automated migration tools
- **Manual Migration**: Manual migration guides
- **Support**: Migration support and assistance

## Success Metrics

### **Platform Metrics**
- **Agent Deployments**: Number of agents deployed
- **API Calls**: Number of API calls processed
- **User Satisfaction**: User satisfaction scores
- **Performance**: System performance metrics

### **Feature Adoption**
- **Feature Usage**: How often features are used
- **User Feedback**: User feedback on features
- **Performance Impact**: Impact on system performance
- **Bug Reports**: Number of bugs reported

## Next Steps

<CardGroup cols={2}>
  <Card title="Current Features" icon="check" href="/explanation/core-concepts">
    Learn about currently available features
  </Card>
  <Card title="Get Involved" icon="users" href="https://discord.gg/runagent">
    Join our community and contribute
  </Card>
  <Card title="Feature Requests" icon="lightbulb" href="https://github.com/runagent-dev/runagent/issues">
    Submit feature requests and feedback
  </Card>
  <Card title="Beta Testing" icon="flask" href="https://run-agent.ai/beta">
    Join our beta testing program
  </Card>
</CardGroup>

<Note>
**🎉 Thank you for your interest in RunAgent's roadmap!** We're committed to building the best possible platform for AI agent deployment. Your feedback and contributions help shape our direction!
</Note>

<NeedHelp context="Roadmap" />
