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deepmind.google·6d ago
AI Engineering
VS Code Blog·4 min read
Command GitHub's Coding Agent from VS Code
TL;DR
Researchers identified a gap in LLM evaluation benchmarks. They built a synthetic dataset with 10k adversarial prompts targeting reasoning failures.
✦ Why It Matters
Use this benchmark to audit LLM robustness before deploying in production reasoning pipelines.
Key Takeaways
- Enable the Copilot Coding Agent in GitHub settings.
- Assign tasks directly from the VS Code sidebar.
- Track agent progress and provide feedback within VS Code.
- Utilize MCP tools for enhanced database interactions.
How It Works
The Copilot Coding Agent operates by being assigned to GitHub issues, where it autonomously performs tasks in a dedicated development environment. It can comment on issues, open pull requests, and implement features, all while keeping the developer informed of its actions.
This integration allows for seamless task management directly within Visual Studio Code, eliminating the need to switch to a browser.