Multi-agent system for real estate analysis
“Analyzes 5 properties in under 10 seconds; example top property A+ grade (92.3 score), 9.2% cap rate, $800 monthly cash flow, 112.4% 5-year ROI”
solo-developer
Why they built it
Automate tedious manual property analysis requiring 15+ browser tabs for data sources/calculators/spreadsheets to get confident investment decisions
What worked
Modular agent architecture for easy extension/testing; accurate financial models (cap rate, cash-on-cash, ROI); Rich CLI with progress spinners and tables; weighted decision scoring
What broke or was painful
Used mock data as workaround for real APIs like Zillow/Redfin (designed for easy future integration)
The result
Analyzes 5 properties in under 10 seconds; example top property A+ grade (92.3 score), 9.2% cap rate, $800 monthly cash flow, 112.4% 5-year ROI