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Cursor adds Auto-review Run Mode to reduce approval churn in longer agent sessions

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Cursor says its new Auto-review run mode lets agents keep working longer with fewer prompts by routing tool calls through allowlists, sandboxing, and a classifier subagent.

AI

2026-05-29

Cursor adds Auto-review Run Mode to reduce approval churn in longer agent sessions

This matters because coding-agent adoption increasingly hinges on how much autonomy teams can grant without losing control. Cursor is trying to compress the approval loop by separating low-risk actions from ambiguous ones, which makes longer-running agent workflows more practical for everyday development instead of only for tightly supervised bursts.

Source: Cursor