ralph-loop

Iterative task execution prevents context pollution by ensuring each iteration starts with a fresh context, using the filesystem as memory to store progress and requirements, and leveraging git for version control and rollback capabilities.

Filesystem memory stores and accesses task progress and requirements directly on disk, allowing each iteration to read prior state without holding accumulated context, which keeps execution stable across complex multi-step workflows.

Git versioning commits changes and progress after each iteration, providing version control and rollback capabilities so you can revert to a previous state if an automated task introduces errors or unwanted modifications.

Fresh context per iteration is needed for complex software development tasks that require multiple steps, where accumulated context from previous operations leads to errors, inefficiencies, and degraded reasoning quality.

Start an iterative loop by running the command followed by your task description, such as providing a prompt like 'Build the authentication module,' which then automates the repetitive steps with fresh context and git tracking.