Together AI is pioneering the use of AI agents to automate complex engineering workflows, particularly in the development of efficient Large Language Model (LLM) inference systems. These agents are designed to handle complex tasks such as configuring environments, launching jobs, and monitoring processes that require substantial human oversight. The companys approach involves embedding these agents into an architecture that allows them to operate effectively. The process involves selecting tasks that are verifiable, well-defined, and supported by existing tools. Despite these successes, challenges remain in context management, handling novel failure modes, and optimizing resources.
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