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    Tag: Scaffolding

    Sep 20
    17 min read
    SWE-bench Verified vs. SWE-bench Lite: Anatomy of the Premier Benchmark for Autonomous SWE Agents

    During the initial phase of AI-assisted software development, coding capability was measured through isolated function generation. Synthetic datasets like HumanEval and MBPP tasked models with completing standalone algorithmic snippets, validating output against straightforward assertions inside an execution thread. A model was given a function signature and a docstring, generated twenty lines of self-contained Python, and […]