Plan before changing
Complex requests often involve more than one file. An agent-style workflow can first identify a task plan and the project areas likely to be affected.
PlanInspectIdentify dependencies
AGENTIC CODING
AI Coding Agent for Multi-Step Development
Move beyond one-off prompts. An AI coding agent can break a development request into steps, inspect relevant project context, propose changes, and help move a task toward completion.
- Project-aware workflow
- Reviewable changes
- Built for developers
A PRACTICAL AI WORKFLOW
Work with AI without losing sight of the code
Good AI coding experiences connect natural-language intent with the actual software being changed.
Coordinate changes across files
A feature may require a component, API route, validation logic, and tests. Agentic workflows are designed to coordinate these related changes rather than treating each file independently.
Multi-file editsDependency awarenessConsistent changes
Validate the result
After changes, a coding workflow can run or reason about validation steps such as tests, linting, or build checks. Results should remain visible to the developer.
TestsDiagnosticsReview
ILLUSTRATIVE WORKFLOW
From a request to a reviewed change
The interface shown here uses dummy data for demonstration. A real development task can move through planning, project inspection, code changes, review, and validation.
- 01Describe the task and expected behavior.
- 02Identify the project context that matters.
- 03Generate or propose the required changes.
- 04Review the diff and validate the result.
EXPLORE MORE
Related AICodeIDE resources
Continue to the pages that cover adjacent coding workflows and developer use cases.
FAQ
Frequently asked questions
What is an AI coding agent?
It is an AI system designed to handle multi-step software development tasks by planning, inspecting context, making changes, and supporting validation.
How is an agent different from autocomplete?
Autocomplete usually predicts local code. An agent can reason about a broader task and coordinate multiple development steps.
Should agent-generated changes be reviewed?
Yes. Developers should inspect changes, tests, security implications, and behavior before accepting them.
START BUILDING
Bring your next coding task into an AI-first workspace.
Start with a question, an existing project, or a new idea and move toward a reviewed implementation.
Get Started Free →