openlit/openlit — Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Gua…

Description and use

OpenLit is an open‑source platform that brings full‑stack observability and management to AI engineering workflows. It provides OpenTelemetry‑native tracing for LLM calls, GPU monitoring, guardrails, evaluation tools, prompt management, secure vaults, and an interactive playground, while supporting integration with over 50 LLM providers, vector databases, agent frameworks, and GPU hardware. Ideal for orchestrating, debugging, and scaling AI/ML applications.

Problem

openlit/openlit helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

Source