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From Issues to Commits: Autonomous Agents for Smarter Software Traceability – Mehdi Keshani

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From Issues to Commits: Autonomous Agents for Smarter Software Traceability - Mehdi Keshani

Don’t miss out! Join us at the next Open Source Summit in Seoul, South Korea (November 4-5). Join us at the premier vendor-neutral open source conference, where developers and technologists come together to collaborate, share knowledge, and explore the latest innovations and advancements in open source technology. Learn more at https://events.linuxfoundation.org/

From Issues to Commits: Autonomous Agents for Smarter Software Traceability – Mehdi Keshani

Session Outline:

What is issue-to-commit link recovery, and why does it matter?
What makes it challenging in real-world projects?
Where do existing AI/LLM methods fall short?
How does an agentic approach solve these challenges?
How well does it perform against state-of-the-art?
Key lessons from agentic issue-to-commit link recovery.

Date: September 5, 2025