CodeMachine is an orchestration layer that captures and automates AI coding workflows. It spawns AI coding engines via CLI, passes arguments and flags, and coordinates multiple agents through user-defined workflows ranging from interactive to fully autonomous. The tool manages context passing, execution control, and agent communication to run repeatable multi-agent coding sessions.