# How to: Edit Agent Code in Warp

Review, edit, and refine AI-generated code diffs directly in Warp — accept, reject, or modify changes before applying them.

Warp lets you see, edit, and refine AI-generated code diffs directly within the app.  
This makes debugging and bug-fix workflows fast, transparent, and interactive.

![YouTube video](https://i.ytimg.com/vi/dm-P63USsVg/sddefault.jpg)

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### 1\. Starting an Agent Task

When you start an agent task, Warp:

1.  Uses your prompt and context
2.  Builds a task list
3.  Searches across your codebase using tools like:
    -   Grep
    -   Codebase embeddings
    -   Semantic search

Warp shows progress step-by-step, including what it’s searching and which files are being modified.

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### 2\. Reviewing Diffs

Warp generates diffs for every proposed change.  
You can:

-   Accept changes
-   Refine them with a follow-up prompt (`Cmd + R`)
-   Or directly edit the code in the inline editor view

This editor view works like a lightweight IDE — perfect for quick corrections before applying.

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### 3\. Applying or Skipping Changes

Once you’re happy with a diff:

-   Click Apply Changes to accept it
-   Or Fast-Forward to let Warp automatically continue the rest of the fix sequence

You can control this level of autonomy globally in Settings → AI → Autonomy.

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### 4\. Compiling and Verifying Fixes

After applying changes, you can immediately test your build, like:

```
cargo run
```

Warp monitors compilation, verifies results, and runs post-checks automatically.

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### 5\. Visual Verification

In this example, the bug involved a checkbox not being honored in the UI.  
  
After the agent’s fix:

-   The checkbox logic now works as intended
-   The model picker toggles correctly
-   The UI behaves as expected