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# Extract and Centralize Sandboxing - Goal: Improve safety and clarity by centralizing sandbox planning and execution. - Approach: - Add planner (ExecPlan) and backend registry (Direct/Seatbelt/Linux) with run_with_plan. - Refactor codex.rs to plan-then-execute; handle failures/escalation via the plan. - Delegate apply_patch to the codex binary and run it with an empty env for determinism.