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What benchmarks matter for AI-generated code/assistance beyond accuracy (e.g., trust, explainability, adoption stickiness)?

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  1. Vik Chaudhary
    Vik Chaudhary

    The Biological Computing Company VP Products and Strategic Partnerships • 6mo

    I would want to measure AI-powered coding tools in these ways: Performance: time to first useful output, time to respond as context grows Task completion: ability to finish real workflows end to end Robustness: performance under ambiguous or underspecified prompts Security: avoidance of insecure patterns and vulnerabilities Maintainability: readability, structure, and long-term suitability Integration: works with existing codebases and tooling Developer time saved: net reduction in effort vs man ...Read More

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