ByteBrief
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Running r2, an agentic AI harness, for three months yielded four lessons: an inbox beats a task list, routing between local and cloud models is essential, self-healing surfaces more errors before fewer, and a human quarterback remains necessary. The agent's error rate rose from zero to 34 percent.
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