Muse Code is designed to handle complete software-engineering tasks across large repos, including planning changes, writing code and validating results. That detail matters because coding agents are moving beyond autocomplete. Muse Code is powered by Meta Muse Spark model and is available in beta. Meta also needs Muse Code because AI coding is becoming a strategic layer. Muse Code is therefore more than another Meta AI announcement.