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Learn about the challenges and realities of AI-powered software development through an examination of SM-100, a specialized benchmark for evaluating autonomous agents on software maintenance tasks, and discover Bismuth, a generalist software agent designed to excel at maintenance work, while exploring the gap between the promise and current reality of agentic software development where AI-generated changes can unexpectedly break entire projects.