setup-ralph

You can set up an autonomous AI development loop by generating the required AGENTS.md, PROMPT_plan.md, PROMPT_build.md, and Docker configuration files, which adapt to your detected project structure and tooling to orchestrate iterations.

Docker isolation for AI-driven code generation loops works by running the plan/build cycle exclusively inside a Docker container via a shell script, ensuring a secure and isolated environment for automated development iterations.

Yes, the autonomous AI build loop intelligently detects and adapts to your specific project layout and tooling, generating the necessary configuration files to integrate seamlessly with your existing repository structure.

To start an autonomous plan and build cycle, you need to generate AGENTS.md, PROMPT_plan.md, PROMPT_build.md, and Docker files, which collectively orchestrate the AI-driven development iterations.

Yes, Docker is required to run this AI agent development loop, as it ensures isolation and security by running the entire autonomous plan and build cycle exclusively within a Dockerized environment.

The best way to automate codebase improvements is to establish an autonomous plan/build loop that uses AI agents to continuously iterate, generating necessary prompt and Docker configuration files to orchestrate the development cycle.