Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?
Paper
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2511.13646
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Live-SWE-agent: live, self-evolving software agent
Live-SWE-agent is the first live, runtime self-evolving software engineering agent that expands and revises its own capabilities on the fly while working on a real-world issue. Our key insight is that software agents are themselves software systems, and modern LLM-based agents already possess the intrinsic capability to extend or modify their own behavior at runtime.
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