Agentic data science with the Data Agent Kit
cloud.google.com·7h ago
AI Research
arXiv CS.AI·Sep 7·5 min read
RefactorPlatform: An Open-Source Harness for Controlled Evaluation of Repository-Scale Refactoring Agents
TL;DR
RefactorPlatform is an open-source evaluation harness designed for testing repository-scale refactoring agents. It enables controlled experiments by isolating design variables, leading to insights on agent performance and efficiency.
✦ Why It Matters
Start using RefactorPlatform to evaluate your own refactoring agents and improve their performance today.
Key Takeaways
- Utilize RefactorPlatform for controlled evaluations of refactoring agents.
- Experiment with different model backbones like OpenRouter and GitHub Copilot CLI.
- Implement AST-aware chunking to enhance refactoring performance.
- Analyze task performance metrics to optimize agent configurations.
How It Works
RefactorPlatform operates by fixing the evaluation environment while allowing researchers to manipulate design variables such as the model backbone and execution regime. This setup enables precise measurement of how different configurations affect the success of refactoring agents.
The platform includes features like live terminal streaming and AST-based verification to ensure accurate tracking of changes and outcomes.