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What an IDE coding agent does

What an IDE coding agent does

articleSelf-paced

Distinguish explanation, completion and multi-step workspace work.

1. Interaction modes

Code completion suggests local text, chat can explain or propose changes, and agent workflows can inspect and modify multiple files. The level of action should match the task.

2. Context quality

The agent needs relevant source, project conventions and a concrete problem statement. More context is not always better if it includes stale or unrelated instructions.

3. Engineering ownership

Generated code can compile and still be wrong. You remain responsible for behavior, architecture and compatibility. Review the resulting evidence rather than trusting confident prose.

Worked scenario

An agent fixes a visual issue by removing a state update that tests depend on. The screenshot improves while behavior regresses.

Apply it

Compare an explanation request and an implementation request for the same bug, specifying the expected output of each.

Check your understanding

You can choose an interaction mode based on the work required. Explain the decision and show evidence from your implementation or design. If you cannot demonstrate it yet, revisit the relevant section before continuing.

YOUR LEARNING JOURNEY

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What an IDE coding agent does | Gemini in Android Studio / Agent Mode | Android Engineers