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Long-horizon tasks: building agents that work over hours & days

calendar_today May 21, 2026 person Jim Allen Wallace domain redis

Early AI agents handled one-shot jobs that took a few minutes: fix this bug, write this function, generate this test. More recent workflows are multi-step, tool-using, and stateful over extended sessions — an agent might spend a full afternoon refacto…

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