cc-codex-flow

To coordinate Claude Code and Codex for complex software tasks, you orchestrate them in a dual-AI workflow where Claude Code handles planning, search, and architecture, while Codex executes code generation, refactoring, and implementation with integrated validation steps.

Dual-AI orchestration is a workflow that coordinates two advanced AI systems, like Claude Code and Codex, to handle planning and code generation simultaneously, reducing handoffs and coordination overhead for end-to-end development from design to deployment-ready code.

Yes, using Claude Code and Codex together requires environment setup and MCP configuration in the ~/.claude.json file. This establishes a repeatable workflow with clear task delineation and verification steps for the dual-AI models.

You should use a dual-AI workflow for architectural design and refactoring when you need simultaneous planning and coding for complex features, allowing the two models to work in concert and minimize back-and-forth during end-to-end development.

The best way to divide tasks is assigning Claude Code the role of planning, searching, and architectural design, while delegating code generation, refactoring, and implementation to Codex, ensuring both models operate within a streamlined, repeatable workflow.

Yes, you can validate deployment-ready code within the dual-AI orchestration workflow. The process supports end-to-end development tasks that include integrated validation steps, ensuring the code generated by Codex meets the architectural plan from Claude Code.