Jenkins Project Shifts To Agentic Failure-Diagnosis System

Chirag Gupta, a Google Summer of Code 2025 participant, reports a midterm update for a Jenkins-focused project pivoting from fine-tuning to an agentic architecture. The prototype includes a Typer/Rich CLI, multi-agent pipeline (router, specialist, optional critic), and a LightRAG RAG stack using sentence-transformers and Cohere reranking. Next steps include provider-agnostic LLM adapters, a Jenkins knowledge vector store, and an evaluation framework.