Show HN: Orchestrate Dockerized Claude Code sessions from your issue tracker (github.com)

Smithy-AI has introduced a novel orchestrator for AI-assisted software development that leverages Dockerized Claude Code sessions. This tool enables seamless integration of multiple AI agents, enhancing team collaboration through a workflow managed by platforms like Jira, GitLab, or Forgejo. At its core, Agent Smithy plans and develops features based on issue trackers, creating pull requests and adapting to review feedback, while The Architect ensures compliance with project best practices by maintaining an optional knowledge base. The significance of Smithy-AI lies in its ability to automate and streamline the development process, reducing manual effort and increasing efficiency in code reviews. By incorporating a knowledge base, the system not only promotes adherence to established standards but also facilitates continuous learning and adaptation based on prior human reviews. With easy setup instructions that include a Docker Compose stack and scripts for configuring repositories, Smithy-AI positions itself as a powerful tool for development teams looking to harness AI effectively, ultimately paving the way for smarter, more efficient coding practices in the AI/ML community.