TubeReturns
Ranks finance YouTubers by the real performance of their stock picks. An AI pipeline reads every video transcript, extracts the recommendations and measures returns against the S&P 500.
What the AI agents did
- Most of the feature code, backend and frontend
- Tests, database migrations, Grafana dashboards
- LLM-based stock pick extraction
What we did
- Data model and pipeline architecture
- Agent guardrails and custom skills
- Review, CI/CD, monitoring, LLM cost control
Hermes Agent




