2023 to Present PulseView: explainable market signals
Agents that read indicators and news, then explain the signal before I trade on it.
TypeScript Vercel n8n Tavily Agents Agent memory
Problem
Retail traders drown in market data. Most tools either dump charts on you or fire signals without saying why. A signal I do not understand is a signal I will not act on, so I wanted the reasoning next to every call.
What I built
I built PulseView as a small agent pipeline. Agents pull technical indicators and recent news in parallel, reason about what is changing, and write a recommendation with the evidence attached. The pipeline runs about 20 seconds end to end: long enough to read the news and run the analysis, short enough for any retail timeframe. It runs on Vercel with n8n for orchestration and Tavily for search.
What I learned
Explanations are the product. Once every signal had its reasoning attached, I stopped second-guessing the tool and started catching its mistakes. Live since 2023 and still my daily check before any trade.