Apr 23 • General discussion
4/22/2025 - Weekly Coaching Call Recording
Key Takeaways
- Google's Agent Development Kit (ADK) is gaining rapid adoption, offering easy deployment and cost-effective agent hosting
- Several participants are working on innovative AI projects, from medical diagnosis assistants to conflict resolution chatbots
- The group discussed the pros and cons of various AI models (GPT-4, Claude, etc.) and development frameworks (ADK, MCP, etc.)
- Community building and real-world AI applications were emphasized as important focus areas
Topics
ADK Updates and Comparison
- ADK has gained significant traction, nearly matching Pedantic's GitHub stars in just one week
- Key advantages: built-in deployment, Google Cloud integration, easy RAG implementation
- Comparison to other frameworks: more user-friendly than AWS offerings, more complete than Microsoft's current options
- Brandon is creating in-depth tutorials on ADK, highlighting its potential for multi-agent systems and stateful workflows
Participant Projects and Challenges
- Cyril: Seeking advice on landing internships at major tech companies; group suggested focusing on startups for broader experience
- Michael: Developing a conflict resolution chatbot using Twilio for WhatsApp integration; Brandon suggested decoupling messaging service for easier testing
- Juan: Exploring an AI-powered news report generation service for labor unions; group discussed potential business model and upsell opportunities
- Fernando: Converting a Google Doc workbook into an interactive app; discussed options from simple GPT integration to full web app development
- Bastian: Demonstrated a medical diagnosis assistant using Multi-Agent Collaboration Protocol (MCP); showcased advanced tool usage and data visualization
AI Model and Tool Discussions
- Compared various GPT models (3.5, 4.0, 4.5) for different use cases
- Discussed the potential and current limitations of MCP (Multi-Agent Collaboration Protocol)
- Explored use cases for long context windows in newer AI models
Community Building and Personal Branding
- Aaron: Getting involved with local AI developer meetups and nonprofit projects in Florida
- Alex: Planning to start an AI-focused YouTube channel for Spanish-speaking audiences; received advice on equipment and content strategy
Next Steps
- Brandon to release more ADK tutorials, including integration with Vertex search for RAG
- Participants to continue developing their projects and report back on progress
- Alex to begin creating AI content for Spanish-speaking audiences
- Group to explore ADK further and consider its potential for various projects
- Continued discussion and sharing of experiences with new AI models and frameworks
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4/22/2025 - Weekly Coaching Call Recording
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