From Issues to Commits - Autonomous Agents for Smarter Software Traceability

Explore how autonomous agents can revolutionize software traceability by automatically linking issues to commits in this 33-minute conference talk from the Linux Foundation's Open Source Summit. Discover the critical importance of issue-to-commit link recovery in software development and understand why traditional approaches struggle with real-world project complexities. Learn about the limitations of existing AI and Large Language Model methods, and see how an innovative agentic approach overcomes these challenges to deliver superior performance compared to current state-of-the-art solutions. Gain valuable insights into the practical implementation of autonomous agents for software traceability, including key lessons learned from applying agentic methodologies to issue-to-commit link recovery processes.