Sandcastle (blog.master.dev)

Sandcastle, a new AI Agent Orchestration tool, has been introduced to streamline the process of running multiple AI agents simultaneously. Traditionally, managing several agents via separate terminals can lead to version control conflicts, as standard Git workflows only allow one branch to be checked out at a time. Sandcastle leverages Git's worktree feature, which permits multiple working directories, enabling agents to operate without interfering with one another. This orchestration solution is particularly valuable for developers looking to automate and manage complex AI tasks efficiently. The tool is designed to be a low-level primitive, granting users the flexibility to create custom workflows that suit their specific projects. Users can easily set up Sandcastle in their projects using straightforward commands, and it provides a structured environment for defining agent prompts in a markdown file. This capability allows developers to execute multiple AI tasks in parallel without file conflicts, particularly beneficial when working with isolated Docker environments. As a foundational tool, Sandcastle can significantly enhance productivity in AI/ML workflows by simplifying agent management and facilitating concurrent task execution.