Agents that read indicators and news, then explain the signal before I trade on it.
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.
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.
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.
TowardsDev The weekend build behind PulseView: AI agents that pair trading signals with the reasoning behind them. n8n for workflow, Tavily for web search, a custom market-data pipeline, shipped end to end in a weekend.
Does ETF rotation or P/E timing beat Nifty after costs and Indian tax? Twelve honest backtests say no: simply holding did as well or better.
How much to put in large, mid and small caps, whether P/E or dividend yield can time it, and what cuts the drawdown. Backtests after Indian costs and tax.