Lanes | The Workspace for Parallel AI Coding

Use Case 1: Concurrent Feature and Bug Resolution

Problem: Developers often struggle to manage multiple AI-driven tasks simultaneously, leading to frequent branch switching and potential merge conflicts.
Solution: The platform automates the creation of isolated git worktrees for every session, allowing different AI agents to work on separate branches without interfering with each other.
Example: A developer assigns a CSS fix to one agent while another agent refactors a database schema in a separate, parallel environment.

Use Case 2: Automated Issue Triage from Project Management Tools

Problem: Manually setting up local environments for every ticket in a backlog is tedious and slows down development cycles.
Solution: It integrates with GitHub and Linear to import issues, automatically spinning up a dedicated workspace and agent for each task.
Example: Importing five high-priority bugs from Linear and dispatching them to multiple Claude Code instances to generate PRs concurrently.

Use Case 3: Leveraging Existing CLI Subscriptions

Problem: Many AI coding tools require expensive API credits, even if the user already pays for a consumer subscription like Claude Pro.
Solution: By orchestrating official CLIs in a real terminal environment, the tool allows users to utilize their standard interactive plans instead of paying for API meters.
Example: Running the official Claude Code CLI within the workspace to take advantage of an existing Anthropic subscription for complex refactoring.