What Happens When a Fully Autonomous Coding Agent Like Cursor or Devin Gets Stuck — Can I Take Over and Finish Interactively?

Autonomous coding agents commonly stall because of ambiguous specifications, unreliable tests, missing permissions, or tasks requiring human judgment, making recovery design more important than marketing claims of autonomy. Effective platforms preserve an agent’s plan, file changes, and working context when it encounters a problem, allowing a developer to take over the same session interactively rather than reconstructing the task from logs and restarting. Teams are encouraged to evaluate this failure path deliberately, rather than judging products only by completion rates on straightforward tasks. Warp presents its Factories platform as a control plane for autonomous and interactive coding workflows, enabling human intervention at stages such as triage, specification, implementation, and review, while tracking intervention rates through evaluations and scorers. The company recommends testing lower-risk workflows first, such as dependency updates or triage, before assigning higher-stakes autonomous work, and notes that Warp Factories is currently in closed beta.

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