CTIM-Rover, an episodic-memory extension of AutoCodeRover, performs worse than the baseline on a 45-sample SWE-bench Verified subset, supporting the view that noisy memory items can degrade software engineering agents.
What are common errors or potential pitfalls in these application domains?)
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From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents
CTIM-Rover, an episodic-memory extension of AutoCodeRover, performs worse than the baseline on a 45-sample SWE-bench Verified subset, supporting the view that noisy memory items can degrade software engineering agents.