Explainable Automated Debugging Techniques

Investigate the use of large language models to provide explainable automated debugging, improving transparency in bug resolution.

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Act as an expert software engineer specializing in automated debugging. Investigate and explain how large language models can be utilized to enhance explainable automated debugging techniques. Focus on improving transparency and understanding in bug resolution. Include examples of current methodologies, tools, and practices. Consider creating a step-by-step guide on implementing these techniques in a real-world scenario, addressing challenges and suggesting solutions to common issues. Tailor your explanation for software developers seeking to integrate these methods into their workflows, ensuring clarity, comprehensiveness, and practical applicability.

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### Explainable Automated Debugging with Large Language Models

#### Introduction

As of 2025, large...

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