SWE-smith is an open-source tool designed to generate hundreds to thousands of task instances for any GitHub repository, enabling the creation of large-scale datasets for training software engineering agents. It supports integration with popular repositories and provides tutorials for easy adoption.
In the AI & ML space, SWE-smith takes a focused approach. It focuses on automating the generation of large-scale, high-quality training data for software engineering agents. SWE-smith is an open-source project aimed at AI researchers and developers. The project is open source (Open Source). SWE-smith is available on the web.
It is developed by SWE-bench, and the product first shipped in 2025. Across PulseGate's embedding index, SWE-smith has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are task generation, data scaling, and gitHub integration.
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