Overview
Helicone is a powerful, open-source platform designed to provide comprehensive observability and monitoring for Large Language Model (LLM) applications. Built to support developers and AI teams, it offers end-to-end visibility into AI agent interactions, performance, and cost management.
Key Features
- Multi-provider integration (OpenAI, Anthropic, Azure, and more)
- Real-time request logging and tracing
- Detailed performance and cost analytics
- Prompt experimentation and evaluation tools
- Production-ready monitoring dashboard
- Open-source with flexible deployment options
Use Cases
- Debugging complex AI agent workflows
- Tracking and optimizing LLM API costs
- Monitoring production AI application performance
- Comparing model performance across providers
- Identifying and resolving AI interaction bottlenecks
Technical Specifications
- Supports major LLM providers
- Async and proxy integration methods
- Zero-latency logging options
- Compatible with various AI frameworks
- HELM chart for on-premise deployment
- Comprehensive SDK and API support
