Apr 30 • General discussion
4/29/25 - Weekly Coaching Call Recording
Key Takeaways
- Several impressive AI projects showcased, including a clinical trials search agent, a video ad generator, and an AI-powered messaging mediator
- Agent Development Kit (ADK) emerging as a powerful, cost-effective tool for building AI agents and teams
- Lovable.ai proving useful for rapid prototyping and MVP development of web applications
- Importance of modular design and refactoring in AI development projects
Topics
Clinical Trials Search Agent
- AbdulShakur Abdullah working on connecting clinical trials API with an agent
- Goal: Enable natural language queries for clinical trial information
- Challenges with direct API calls led to using Python program as intermediary
- Brandon suggested using ADK's loop agents and exit loops for more efficient searching
AI Video Ad Generator
- Richard Collier demonstrated a system for creating AI-generated video ads
- Uses Flux for image generation, 11Labs for custom voice generation
- Achieves ~60% automation, with manual refinement for final polish
- Potential applications in creating short story videos or SaaS product
Property Development Cost Calculator
- Paul Miller built a web application using Lovable.ai for visualizing property development costs
- Allows users to adjust various factors and see impact on section prices
- Built MVP in about 6 hours total, with 2.5 hours in Lovable.ai
- Plans to add user authentication and analytics using Supabase and PostHog
AI-Powered Message Mediator
- Michal Simko refactored project towards a more modular approach
- System can pass along, rephrase, comment on, or block messages
- Next steps include separating classification and response logic, implementing database for chat history
Expert Witness Product Testing
- Andrew Nanton preparing to begin testing phase for expert witness product
- Starting with small pool of tech-savvy testers before expanding
- Discussed strategies for recording user feedback while protecting sensitive data
Next Steps
- Brandon to release ADK Masterclass by end of week
- Developers encouraged to test cloud deployment of projects early to catch potential issues
- Several participants to continue refining and expanding their projects
- Group members to share progress updates in next week's call
Action Items
- Paul - Implement PostHog for analytics on Lovable-built project; set up funnel analytics + session replay - WATCH (5 secs)
- Richard - Explore Gemini (AIStudio.Google.com) for auto-suggesting sound effects w/ timestamps in video projects - WATCH (5 secs)
- Andrew - Set up Screen Studio for Mac testers; enable sensitive data masking feature for recording product feedback - WATCH (5 secs)
- Refactor code - split into classification + response LLMs; implement database w/ join keys; test deploy on Vercel; integrate Vercel AI SDK for LLM calls - WATCH (5 secs)
- Start recording ADK Masterclass tomorrow; complete by Fri/Sat; simplify content in V3 for easier use - WATCH (5 secs)
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4/29/25 - Weekly Coaching Call Recording
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