Case Studies#
Real-world MassGen case studies demonstrating multi-agent collaboration on complex tasks.
Note
These case studies are based on actual MassGen sessions with real session logs and outcomes.
Overview#
Each case study includes:
Problem description - The task or question given to agents
Configuration used - YAML config and CLI command
Agent collaboration - How agents worked together
Final outcome - Results and quality assessment
Session logs - Actual coordination history and voting patterns
Contributing Your Own#
Release Features#
Feature case studies organized by release version (newest first).
- MassGen v0.1.8: Automation Mode Enables Meta Self-Analysis
- MassGen v0.1.5: Persistent Memory with Semantic Retrieval
- Table of Contents
- MassGen v0.1.3: Downloading and Analyzing Existing MassGen Case Study Videos
- MassGen v0.1.1: Custom Tools with GitHub Issue Market Analysis
- MassGen v0.0.31: Universal Code Execution via MCP for Testing and Validation
- MassGen v0.0.29: MCP Planning Mode for Safe Tool Coordination
- MassGen v0.0.28: AG2 Framework Integration with External Agent Adapters
- MassGen v0.0.25: Multi-Turn Filesystem Support with Persistent Context
- MassGen v0.0.21-v0.0.22: Advanced Filesystem with User Context Path Support
- MassGen v0.0.16: Unified Filesystem Support with MCP Integration
- MassGen v0.0.15: Gemini MCP Notion Integration
- MassGen v0.0.12-0.0.14: Enhanced Logging and Workspace Management
- MassGen v0.0.4: Super Intelligence Approaches
- MassGen v0.0.4: Comprehensive Algorithm Enumeration
- MassGen v0.0.3: Berkeley Agentic AI Summit Summary
- MassGen v0.0.3: AI News Synthesis - Cross-Verification and Content Aggregation Excellence
- MassGen v0.0.3: Grok-4 HLE Benchmark Cost Analysis - Unanimous Expert Consensus
- MassGen v0.0.3: Stockholm Travel Guide - Extended Intelligence Sharing and Comprehensive Convergence
- MassGen v0.0.3: Collaborative Creative Writing
- MassGen v0.0.3: IMO 2025 AI Winners
Contributing Case Studies#
We welcome community contributions! To create your own case study:
Run MassGen with interesting tasks
Save session logs and outputs
Follow the case study template
Submit a pull request
See Logging & Debugging for details on accessing session logs and the Contributing Guidelines for submission instructions.
See Also#
Interactive Multi-Turn Mode - Interactive sessions
Logging & Debugging - Understanding session logs
MCP Integration - External tool integration