reactive-loop

Automated multi-agent development loops orchestrate specialized product owner, architect, frontend, backend, and QA engineers through defined phases. They manage the end-to-end process from feature definition to completion with smart error routing and self-correction.

A reactive development loop implements self-correction by intelligently routing errors to the appropriate agent for resolution. Agents automatically fix bugs, clarify specs, and refine designs based on feedback with built-in retry mechanisms until implementation succeeds.

Multi-agent workflow automation requires setting up a .clean-claude directory for state management and context persistence. This directory enables continuous collaboration and maintains phase progression across specialized agents throughout the development lifecycle.

Automated agent loops support both frontend and backend development tasks by orchestrating dedicated specialized engineers. The loop integrates these roles through defined phases, ensuring cohesive architecture design and code implementation across the entire stack.

Managing continuous collaboration between product owners and QA engineers is handled by a reactive loop that defines requirements, implements code, and tests it. The loop automatically clarifies specifications and routes testing feedback for issue resolution until success.