This survey synthesizes the emerging field of coding agents that update their own frameworks, memory, and tools based on prior software engineering interactions. It examines how agents move from static deployment to dynamic improvement through feedback loops.
HOW THIS AFFECTS YOU
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builderYou can use these patterns to design agents that improve as they interact with your codebase.
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researcherThis provides a taxonomy for studying agentic evolution in software development.