solo-developer
Multi-agent system for competitive intelligence
crewaicrewai-toolsSerperDevToolScrapeWebsiteToollangchain_openaidotenv
“High-quality Markdown reports with executive summary, SWOT tables, pricing comparisons; >90% error interception reducing hallucinations”
solo-developer
Why they built it
Single-agent LLMs hallucinate and produce shallow analysis; multi-agents with critic enable >90% internal error interception as per arXiv paper.
What worked
Specialized roles for expertise depth, skeptical critic catching hallucinations/biases, hierarchical manager coordination, unified memory/caching.
What broke or was painful
No explicit failures; recommends CrewAI Flows for automatic retries on critic failures
The result
High-quality Markdown reports with executive summary, SWOT tables, pricing comparisons; >90% error interception reducing hallucinations