Google has launched Conductor, a preview extension for Gemini CLI that revolutionizes AI-assisted software development by providing a structured, context-driven approach. This tool addresses shortcomings in chat-based coding by storing project context in persistent Markdown files within the repository. These files outline product goals, architectural constraints, and workflow preferences, serving as a reliable reference for developers and AI agents alike.
Conductor promotes a planning-first workflow, requiring developers to create specifications before code generation, ensuring contextual integrity throughout the feature lifecycle. Each track represents a distinct work unit, incorporating detailed plans and review processes to enhance predictability and reproducibility. The extension supports customizable team-wide configurations to maintain coding standards and workflow consistency.
Early adopters praise Conductor’s emphasis on explicit planning and a test-driven development approach, making it beneficial for both individual developers and larger teams. As a preview extension, Conductor can be accessed via its GitHub repository, with Google promising further enhancements based on user feedback.
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