GSoC 2026: Yash Bhanushali - AI Chatbot to Guide User Workflow

Contributing GSoC
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Hello Jenkins Community,

My name is Yash Bhanushali, and I am applying for the “AI Chatbot to Guide User Workflow” project for GSoC 2026.

Over the past few weeks, I have been getting familiar with the Jenkins ecosystem and exploring its breadth and capabilities. As part of this, I took a deep dive into the Resource Bot and also proposed an enhancement(#PR) for it. In parallel, I have been working on a proof of concept for this project focusing on a multi-agent, agentic architecture that goes beyond traditional chatbot approaches.

My prior experience in building production-level agentic systems has helped me shape an initial design for this solution. I am sharing my preliminary proposal(submitted for review) and would greatly appreciate feedback and suggestions from the community.

Draft: GSoC 2026 Project Proposal: AI Chatbot to Guide User Workflow - Google Docs

Will keep you posted on my progress.

cc: @krisstern @shivaylamba

Yash.

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:rocket: Progress Update

Built a working POC with the following capabilities:

  • Configurable multi-agent architecture powered by a FastAPI backend

  • Automated detection and diagnosis of build failures and performance anomalies (e.g., build time spikes)

  • Lightweight HTML frontend for quick testing and interaction

Next Step

  • Implement a RAG pipeline for Jenkins documentation and plugin insights

Repo: GitHub - Ash-934/jenkins-copilot: Multi Agent Copilot for Jenkins · GitHub