Conductor is a localized orchestration tool for managing AI coding agents. It provides a structured environment where developers can run multiple AI agents (like Claude or GPT) in parallel on their own machines, coordinating their tasks and reviewing their outputs. Conductor is positioned to streamline the 'human in the loop' workflow, making it practical to use autonomous agents for real software development tasks. The infrastructure accelerates software deployment cycles, reducing the technical debt and maintenance burden for large-scale engineering organizations.