Show HN: Ash – OSS Infra for Running Claude Agent SDK (github.com)

A new open-source infrastructure tool called Ash has been launched, designed to simplify the deployment of Claude agents as production APIs. Ash manages critical functionalities such as session persistence, real-time streaming, and sandboxed execution, allowing developers to focus on creating their agents without having to tackle the heavy lifting of backend infrastructure. The tool offers a straightforward command-line interface, enabling users to define agents simply by creating a folder and a markdown file that specifies the agent's behavior. This release is significant for the AI/ML community as it democratizes access to advanced AI capabilities by lowering the barrier for deploying production-ready agents. Each of the challenges Ash addresses—like session persistence, resource management, and API security—represents complex engineering tasks that can be cumbersome for developers. With built-in capabilities such as support for SQLite or Postgres for state management, SSE streaming for real-time communication, and relaxed integration with REST APIs, Ash empowers developers to swiftly turn their AI models into interactive applications—significantly accelerating the development timeline and enhancing the quality of AI service deployment.