sandstorm

Managing isolated AI agent stacks automates the setup and cleanup of development environments, reducing manual toil. It dispatches tasks to inner Claude agents, monitors progress, views diffs, and pushes code changes across multiple parallel stacks.

You monitor logs and diffs by dispatching tasks to inner Claude agents within active stacks. The orchestration tracks task progress, allowing you to view container logs, review code diffs, and manage outputs across multiple projects.

Yes, you can push code changes to Git directly from isolated stacks. The workflow integrates Git operations, allowing you to review diffs and task outputs before safely pushing committed changes from your isolated development environments.

Yes, you need a docker-compose.yml file to create a new agent stack. When selecting a project directory, the presence of this file is required to spin up and configure the isolated development environment correctly.

Stack-scoped orchestration prevents unsafe actions by enforcing safe workflows through MCP-tool-based management. This maintains reproducibility by constraining inner Claude agents to their specific stacks and preventing unauthorized cross-stack operations.

The best way to tear down isolated development environments is through automated stack management. It safely spins down active containers and cleans up resources after tasks complete, ensuring reproducible environments for future development cycles.