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Jev-Powered Coding Harness

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A desktop coding harness utilizing Jev for code retrieval, demonstrating reduced task time and inference spend compared to a minimal harness.

I’ve been building a desktop coding harness that uses @typesafeai’s Jev for code retrieval. I compared it against a minimal harness using the same coding model, the same tasks, and the same verification tests. Both passed all task-specific tests across 36 runs each. My harness used 28% less task time and 29% less inference spend. These are early internal benchmarks, but I’m excited to see how it holds up on other developers’ projects. Let me know if you’re interested in testing an early build.