Hi AsterixDB team, I'm Ninad, a third-year IT student at VIT Pune. I am interested in ASTERIXDB-3695 – LLM Agent Protocols/Memory for GSoC 2026.
I have prior open source contributions to LangChain DeepAgents (merged PR #1197 — message queue system for inter-agent communication), Apache Airflow, Dapr Agents, and Gemini CLI. I've also built a LangGraph-based agent and have a Springer-accepted paper <https://link.springer.com/article/10.1007/s13042-025-02838-z> on NLP-based text classification. The agent messaging and coordination work is directly relevant to the MCP and A2A scope here. I am setting up the local environment now and starting to go through the codebase. Could you point me to the right components or existing issues to focus on first to get oriented for this project? Thanks, Ninad Kale GitHub: https://github.com/1Ninad
