Google has introduced Conductor, a new extension for the Gemini CLI that enables context-driven development. By shifting project context from transient chat logs into persistent Markdown files, Conductor helps developers define goals, constraints, and workflows upfront. This ensures structured planning, better collaboration, and AI-assisted coding with long-term project visibility.
Google has unveiled Conductor, a preview extension for the Gemini CLI designed to transform how developers work with AI-assisted coding. Traditional chat-based tools often lose context across sessions, making it difficult to maintain continuity. Conductor addresses this by embedding project context into persistent Markdown files stored directly in repositories.
These files serve as a shared source of truth, capturing product goals, architectural constraints, technology choices, and workflow preferences. Developers can now plan before coding, review specifications, and ensure AI agents operate within clearly defined boundaries. The approach keeps human developers firmly in control while leveraging AI for efficiency.
Key Highlights
-
Persistent Context: Moves project details from chat logs into Markdown files.
-
Structured Planning: Encourages defining goals, constraints, and workflows before coding.
-
Collaboration: Shared repository files improve team alignment and AI guidance.
-
Developer Control: Keeps humans in the driver’s seat while using AI for execution.
-
Preview Release: Available now for developers experimenting with Gemini CLI.
Conductor represents Google’s push toward context-driven development, ensuring AI tools enhance not replace human decision-making in software engineering.
Sources: Google Developers Blog, InfoQ, GitHub Conductor Extension