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Deploy Autonomous Coding Agents for End-to-End Tasks

Trigger autonomous coding sessions with the autonomous /goal feature.

Delegate complete features or bug fixes to the agent's autonomous planning mode to reduce the need for manual oversight.

Qwen

The Scenario

You have a well-defined but tedious adjustment to make across multiple files and want the AI to execute the entire plan independently.

Before & after

The old way

You guide the AI step-by-step through a feature implementation, manually checking and correcting every change it makes. (Time cost: 15–30 minutes)

With AI

Use the /goal command to let the agent autonomously plan, code, and self-verify the solution. (Time cost: 1–2 minutes)

The Prompt

/goal [DESCRIBE_THE_FULL_FEATURE_OR_BUGFIX_DESIRED]

The /goal feature includes a judge model and impossible-goal detection to ensure the autonomous agent stays on track or alerts you if a solution is unfeasible.

Source

Qwen Code Blog: AI Coding Updates and Guides | Qwen Code Docs
"/goal autonomous coding, Auto Approval hands-free, Worktree isolation."