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A developer built a unified workspace to debug multi-step LLM workflows by centralizing observability logs and metrics, and is seeking feedback on its effectiveness.
The article discusses the challenge of maintaining consistent context across multiple AI models like ChatGPT and Claude, presenting three common approaches: manual context passing, using one primary model, and a unified workspace, recommending a hybrid approach anchored to a single source of truth.