Agenta-AI/agenta: Open-Source LLMOps Platform Combines Evaluation, Prompt Management, and Observability — 3.9K Stars

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Agenta is an open-source LLMOps platform combining prompt playground, prompt management, LLM-as-a-judge evaluation, and observability in one tool. At 3.9K stars it is gaining traction as teams discover that production LLM deployment requires MLOps primitives — evaluation pipelines, regression testing for prompts, and observability — that traditional software monitoring does not provide. The all-in-one positioning directly addresses the MLOps-as-distinct-engineering-discipline gap without requiring a separate evaluation framework.