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langfuse.com
Langfuse is an open source platform for tracing, evaluating and improving AI agents. It connects tracing, monitoring, datasets, experiments and evaluation in one continuous loop, capturing every LLM call, tool invocation and retrieval step. The platform includes prompt management, a playground, experiments and human annotation, and works with any language or framework supporting OpenTelemetry instrumentation.
github.com
ZenML is an open-source AI platform for building workflows that run on various infrastructure backends. It allows writing pipelines containing Python logic, such as model training or agentic loops, and tracks runs with metrics, logs and metadata. It integrates with tools and infrastructure including MLflow, LangGraph, Langfuse, Sagemaker and GCP Vertex.