Coherent beam combination (CBC) with an all-optical feedback loop is an effective way of scaling power with good beam quality. Our research focused on the technology in theory and experiment, especially on the channel scaling, anti phase perturbation, polarization self-selection, pulsed combination and beam splice of passive CBC with the all-optical feedback loop. The important development is reported, and trends of CBC with an all-optical feedback loop are summarized.