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The article argues that AI harnesses serve two distinct purposes—providing context about what the user wants (intent) and instructions on how to achieve it (execution)—and that these age differently: execution instructions become less valuable as models improve, while intent context becomes more valuable.
Alibaba Cloud's OBI tool enables root-causing wrong AI answers in under 60 seconds without code changes by capturing the full AI execution path at the kernel layer.