GSoC 2025 - LLM4S Project Review
Elvan Konukseven • Google Summer of Code 2025
📋 Project Summary
Project: LLM4S is a Scala-native AI toolkit for building LLM powered applications - My project was about building the agentic toolkit for LLM4S
Duration: Google Summer of Code 2025 (large project)
Key Contributions:
- Integrated Model Context Protocol (MCP) for dynamic tool discovery
- Built interactive conversational assistant with session management
- Designed comprehensive context management system with intelligent compression
- Implemented robust error handling and type-safe architectures
Impact: Enhanced LLM4S with production-ready features for building scalable agentic applications in Scala, demonstrating real-world integration patterns and architectural best practices.
📊 GitHub Work Log
Complete contribution history, commit timeline, and project tracking
View GitHub Commits →View Project Kanban Board →
🔄 Major Pull Requests
📝 Technical Blog
Detailed writeups of each task with technical insights and learnings
Read Blog Posts →🎤 Community Involvement
Scala Days 2025 - Lausanne
Volunteered for a week at Scala Days 2025 in Lausanne, where I had the opportunity to meet my GSoC mentors in person and engage with the Scala community.
Meeting the LLM4S team at Scala Days 2025
Project Presentation
Presenting my GSoC project and learnings from building agentic AI systems in Scala for LLM4S.
View Event Details →Active Community Participation
Very active in the Discord group chat and regularly attended the LLM4S weekly dev hour events.
View Weekly Dev Hour Events →