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cover of episode SWE-bench & SWE-agent | Data Brew | Episode 44

SWE-bench & SWE-agent | Data Brew | Episode 44

2025/4/17
logo of podcast Data Brew by Databricks

Data Brew by Databricks

Shownotes Transcript

In this episode, Kilian Lieret, Research Software Engineer, and Carlos Jimenez, Computer Science PhD Candidate at Princeton University, discuss SWE-bench and SWE-agent, two groundbreaking tools for evaluating and enhancing AI in software engineering.Highlights include:- SWE-bench: A benchmark for assessing AI models on real-world coding tasks.- Addressing data leakage concerns in GitHub-sourced benchmarks.- SWE-agent: An AI-driven system for navigating and solving coding challenges.- Overcoming agent limitations, such as getting stuck in loops.- The future of AI-powered code reviews and automation in software engineering.