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7
Brandon Hancock
Apr 23 •
General discussion
4/22/2025 - Weekly Coaching Call Recording
VIEW RECORDING - 108 mins (No highlights)
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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