AgentWall SDK Examples

Production-ready code examples for integrating AgentWall with your AI agent applications.

📚 Documentation

• SDK Overview - Start here for quick reference
• Python SDK - Complete Python integration guide
• JavaScript/TypeScript SDK - Complete JavaScript guide

🚀 Quick Start

Python

JavaScript

🎯 Key Features

Run-Level Tracking

Track multi-step agent tasks with a single run ID:

Loop Detection

Automatically blocks infinite loops:

Streaming Responses

Real-time output for long-running tasks:

Budget Tracking

Monitor costs in real-time:

🔗 Framework Integrations

Python

• LangChain - Use AgentWall as OpenAI proxy
• CrewAI - Multi-agent orchestration
• AutoGen - Microsoft's agent framework

JavaScript

• LangChain.js - TypeScript agent framework
• React - Real-time chat UI
• Node.js - Server-side agents

📖 Learning Path

1. Start: SDK Overview
2. Choose Language: Python or JavaScript
3. Pick Framework: LangChain, CrewAI, React, etc.
4. Explore: API Reference
5. Deploy: Getting Started

🛡️ Security Best Practices

1. Never hardcode API keys - Use environment variables
2. Use HTTPS only - Always use secure connections
3. Rotate keys regularly - Change keys periodically
4. Validate responses - Check response structure
5. Handle sensitive data - Be careful with PII

⚡ Performance Tips

1. Reuse client instances - Don't create new clients per request
2. Use streaming - For long responses
3. Implement caching - Cache responses when appropriate
4. Monitor latency - Track response times
5. Use connection pooling - For high-volume apps

🐛 Troubleshooting

Loop Detection (429)

• Check if sending same prompt repeatedly
• Use different run IDs for different tasks
• Verify agent logic isn't stuck in loop

Authentication (401)

• Verify API key is correct
• Check key hasn't been revoked
• Ensure key in Authorization header

Timeout Issues

• Increase timeout value
• Check network connection
• Verify API responding (/health endpoint)

📊 Example Projects

Python: Multi-Step Analysis

JavaScript: Real-Time Chat

🔗 Related Resources

• API Reference - Complete API documentation
• Concepts - Architectural concepts
• Getting Started - Setup guide
• FAQ - Common questions
• Integrations - Framework integrations

📞 Support

• Documentation: https://docs.agentwall.io
• API Status: https://api.agentwall.io/health
• Dashboard: https://agentwall.io/admin
• GitHub: https://github.com/agentwall/agentwall

📝 License

MIT License - See LICENSE file for details

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Motto: Guard the Agent, Save the Budget 🛡️

Version: 1.0.0
Last Updated: January 7, 2026