Korey Coding Agent Handoffs

Introduction to Korey Coding Agent Handoffs

Korey is an AI agent designed to accelerate product engineering workflows by automating the steps between idea and implementation. The new Coding Agent Handoff workflow transforms rough ideas into well-structured specifications, generates actionable tasks, and hands them directly to coding agents like Cursor, Devin, and Jules to produce pull requests (PRs). By integrating with tools such as GitHub Issues and Shortcut, Korey ensures that work moves automatically, reducing the time engineers spend on administrative tasks and allowing them to focus more on building high-quality software.

The product is built with a deep understanding of software development processes, offering features that streamline project management, task creation, and status updates. Korey connects to real codebases and project data, delivering insights grounded in actual work. This makes it a powerful tool for engineering teams looking to improve velocity, reduce overhead, and maintain consistent communication across their workflows.

Takeaways

• Automates the transition from idea to spec and task generation
• Integrates with GitHub Issues, Shortcut, and other development tools
• Hands off tasks directly to coding agents like Cursor, Devin, and Jules
• Reduces time spent on documentation and scoping
• Improves engineering velocity and delivery speed
• Offers instant release notes and status updates
• Provides context-aware AI assistance for project management

How Korey Coding Agent Handoffs Works

Korey operates by taking rough user input or ideas and transforming them into structured specifications using natural language processing. Once a spec is created, it breaks down the work into manageable tasks, maps dependencies, and recommends next steps. These tasks are then handed off to coding agents, which generate PRs based on the provided instructions. Throughout the process, Korey maintains integration with tools like GitHub and Shortcut, ensuring that all team members have access to up-to-date information and progress tracking.

The system also supports automatic release notes and status updates, eliminating the need for manual summaries and meetings. Engineers can ask for insights, updates, or specific details at any point, and Korey delivers context-aware responses based on the current state of the project.

Core Benefits and Applications

Korey is ideal for engineering teams looking to streamline their development process, reduce friction, and maintain momentum throughout the sprint cycle.