Repository-aware agent
Reads the project context before proposing a code change.
Coding agent for VS Code, Cursor, desktop, and pull requests that routes tasks and previews diffs before changes.
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Reads the project context before proposing a code change.
Routes individual task steps to a model suited to that step.
Shows the proposed diff before writing changes to disk.
Supports VS Code, Cursor, and desktop workflows.
Can work with tasks connected to pull requests.
Keeps file changes behind an Allow step.
Delegate scoped coding tasks while reviewing every diff.
Use an agent to inspect or improve a pull request before merge.
Use different models for planning, coding, and review without changing tools manually.
ML.ai is a coding agent for repository and pull-request work. Its official site says it reads the codebase, routes each step to the model that fits the task, and shows the proposed diff before anything is written to disk. This review-first workflow is aimed at keeping developers in control while using multiple models efficiently.