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Real repositories, seeded agent decisions: what 50,400 runs show about wasted turns, patch churn, and which harness rules help The post Coding Agents Can Solve the Task — But How Much Work Did They Waste? appeared first on Towards Data Science.
We’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post ReviewBench: An open benchmark for AI code review appeared first on The GitHub Blog.
Benchmark: https://www.kaggle.com/benchmarks/winkoaung/myanmar-chem-calc-bench What tasks did I run? MyanmarChemCalc-Bench — 30 tasks built from 15 chemistry calculation questions drawn from Myanmar's Grades 9–12 chemistry textbook worked examples (ground-truth answers verified against the…
In controlled offline evaluations, HydraFusion’s selective coding workflows matched or exceeded the evaluated Opus 5 baseline while reducing estimated workflow cost. Now available as a research preview in GitHub Copilot.
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