Tuesday, December 23, 2025

Transitioning CompileBench to Harbor: Streamlining AI Agent Evaluations

Unlock the Future of AI Benchmarking with Harbor!

We’re thrilled to announce the migration of CompileBench to Harbor, a revolutionary open-source framework designed for evaluating AI agents in containerized environments. Our journey from a cumbersome task runner to a sleek, agile setup has transformed our productivity and efficiency.

Why Harbor?

  • Maintenance-Free Harness: Focus on evaluations, not on keeping the engine running.
  • Reproducibility: Essential for both scientific and engineering purposes.
  • Agility: Easily switch between local Docker and cloud-based environments.
  • Collaboration: Foster teamwork with a standardized framework.
  • Extensibility: Enhance capabilities without forking the project.

By consolidating our benchmarks into Harbor, we witnessed:

  • Significant codebase reduction.
  • Seamless task creation and management.
  • Real-time visualization of AI-agent interactions.

Harbor empowers the AI community by simplifying the benchmarking process. Ready to elevate your AI evaluations? Explore Harbor and share your experiences below!

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