Searching protocol for "convergence-loop"
AI-enabled bidirectional co-learning design.
Co-learning with Three Roles framework
Iteratively refine work to excellence.
Rewrite docs with AI critics.
Design AI co-learning experiences.
Autonomous code quality convergence loop.