Team building multi-agent trading system
“MIT-licensed framework with 35 financial tools and 7 specialist agents (filings, macro, market, modeling, reports, orchestration); 5 GitHub stars shortly after launch”
solo-developer
Why they built it
Most AI equity research demos stop at text generation, but real workflows require structured data from filings, macro/market merging, actual Excel modeling with formulas, and report generation in Word/PDF formats.
What worked
Composable specialist agents, full end-to-end pipeline beyond text generation, async/file handling for production workflows
What broke or was painful
Not detailed in showcase; early repo suggests typical agent challenges like tool selection reliability
The result
MIT-licensed framework with 35 financial tools and 7 specialist agents (filings, macro, market, modeling, reports, orchestration); 5 GitHub stars shortly after launch