Senior SWE-Bench: open-source benchmark that assesses agents as senior engineers
Senior SWE-BenchWe treat agents like senior engineers, so why evaluate them like junior engineers?01Senior engineers build features without over-specified requirementsSenior SWE-Bench feature tasks have realistic instructions that read like natural language messages rather than over-specified requirements. This presents a problem when metadata is missing, malformed, or incomplete—particularly for books with only ISBN-13s. As a result, incomplete records submitted via promise items or `/api/import` may fail to be enriched, leaving poor-quality entries in Open Library.
- ▪Senior SWE-BenchWe treat agents like senior engineers, so why evaluate them like junior engineers?01Senior engineers build features without over-specified requirementsSenior SWE-Bench feature tasks have realistic instructions that read like
- ▪This presents a problem when metadata is missing, malformed, or incomplete—particularly for books with only ISBN-13s.
- ▪As a result, incomplete records submitted via promise items or `/api/import` may fail to be enriched, leaving poor-quality entries in Open Library.
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Senior SWE-BenchWe treat agents like senior engineers, so why evaluate them like junior engineers?01Senior engineers build features without over-specified requirementsSenior SWE-Bench feature tasks have realistic instructions that read like natural language messages rather than over-specified requirements. To reliably evaluate these tasks, we introduce a validation agent which uses expert-designed recipes to write behavioral tests that adapt to submitted solutions.02Senior engineers solve bugs that require runtime investigation from behavioral reportsSenior SWE-Bench bug tasks reflect tricky user reports and focus on investigation, from starting services to debugging subtle runtime issues. They are sourced from PRs that needed significant runtime investigation to solve (e.g.
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