Published Nov 26, 2025 Agents still face challenges working across many contextwindows. We looked to human engineers for inspiration increating a more effective harness for long-running agents. AsAI agents become more capable, developers are increasingly asking them to take on complex tasks requiring work that spans hours, or even days. However, getting agents to make consistent progress across

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