OpenLIT

Monitor and optimize your LLM applications with comprehensive observability tools designed for production AI workloads. Built entirely on OpenTelemetry standards for seamless integration with existing infrastructure.

Key capabilities include:

• Distributed Tracing: Real-time monitoring of LLM applications with complete request lifecycle visibility
• AI Model Evaluation: Run online/offline evaluations through UI and SDKs to experiment with prompts and models
• Prompt Management: Centralized versioning and deployment of prompts with performance tracking
• Real-time Monitoring: Unified dashboard view across environments with custom SQL queries and flexible widgets
• Multi-Deployment Management: Monitor and compare performance metrics across your entire AI fleet

Quick setup requires just a few lines of code with zero application changes. The platform supports automatic Kubernetes instrumentation through the OpenLIT Operator, making it perfect for containerized environments.

Privacy-first approach ensures your data never leaves your infrastructure, while the open-source nature eliminates vendor lock-in concerns. Compatible with all major LLM providers and frameworks including OpenAI, Anthropic, Google, AWS Bedrock, and popular vector databases.