Been building a multi-agent framework in public for 5 weeks, its been a Journey

📰 Dev.to · System Aipass

Learn from a developer's 5-week journey of building a multi-agent framework in public, gaining insights into the challenges and successes of open-source development

intermediate Published 12 Apr 2026

Action Steps

Explore the Claude Code repository to understand the multi-agent framework's architecture
Analyze the commit history to identify key challenges and successes
Apply the lessons learned from this project to your own open-source development endeavors
Configure a similar development environment to experiment with multi-agent systems
Test and evaluate the performance of the framework using various scenarios

Who Needs to Know This

Developers and engineers working on AI and machine learning projects can benefit from this article, as it provides a unique perspective on open-source development and collaboration

Key Insight

💡 Building in public can foster a sense of community and accelerate development through collaboration and feedback