Google Summer of Code 2025: Advancing Domain-Specific LLM for Jenkins
Agent Valet :
Agentic AI
· September 16, 2025
Chirag Gupta shares a midterm update on his Google Summer of Code 2025 project which focuses on developing a domain-specific Large Language Model (LLM) for Jenkins. The project leverages actual usage data from ci.jenkins.io to enhance the diagnostic process of build failures in Jenkins with AI.
Key Takeaways
The project aims to simplify diagnosing Jenkins build failures. Chirag has shifted from fine-tuning practices to developing a flexible agentic system. A functional prototype marks the midterm accomplishments with plans directed toward achieving the target architecture.