Long-horizon tasks: building agents that work over hours & days (opens in new tab)

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...