Hello, my name is Oindri Debmallick, and I’m a Computer Science Engineering student specializing in Data Science. I’m very interested in the Metaflow VS Code Extension project because it focuses on improving developer productivity and tooling around workflow systems, which aligns closely with my interests in developer tools and software engineering. From my understanding, the goal of this project is to create a more integrated development experience for Metaflow users directly inside VS Code. Currently, developers mostly rely on CLI commands and external dashboards to monitor workflows, inspect artifacts, and debug runs. A dedicated VS Code extension would allow developers to visualize workflows, debug steps, and manage runs without leaving the editor. My plan for implementing this would be: • DAG Visualization – Parse Metaflow flow definitions and display them as an interactive DAG graph inside a VS Code WebView panel. Libraries like D3.js or Mermaid can be used to render the workflow structure and update it as the code changes. • Artifact Browser – Use the Metaflow Client API to fetch metadata from past runs and display them in a tree view (Flow → Run → Step → Task), allowing users to inspect artifacts directly within the editor. • One-Click Debugging – Automatically generate debugging configurations for Metaflow steps so that developers can easily run and debug individual steps with breakpoints. • Run Configuration UI – Provide a graphical interface where users can configure flow parameters, choose execution backends (local, Kubernetes, AWS Batch), and start runs directly from VS Code. Steps I would follow while working on the project: Study the existing Metaflow VS Code extension and understand its current functionality. Explore the Metaflow Client API and how it interacts with flows and runs. 1. Build the extension using the VS Code Extension API with TypeScript. 2. Implement the DAG visualization panel using WebView and graph libraries. 3. Develop the artifact browser sidebar using the metadata from the Metaflow client. 4. Add debugging and run configuration features. 5. Test the extension thoroughly and document the usage for contributors. Through this project, I aim to create a more interactive and developer-friendly workflow environment for Metaflow users directly within their IDE.