Autonomous Agentic TraderDetails

How autonomous trading works

Key components:

  • Dashboard web app for monitoring, controls, and live logs.
  • FastAPI backend for data APIs and trading runtime control.
  • Autonomous trading engine where trader agents make decisions.

The system can use internet research tools to gather current market news and context before taking action.

Market price lookup order:

  1. Try Polygon first (preferred source).
  2. If Polygon fails, use the latest cached price for that symbol (if available).
  3. If cache is empty, query Brave web search and extract a previous-close style price.
  4. If all sources fail, mark the symbol as unavailable (price = 0.00) and skip execution for that trade.

Trades are strategy-driven per trader, and each trader can run on a different LLM model (OpenAI, DeepSeek, Gemini, Grok in multi-model mode).

Live portfolio intelligence, trading control, and strategy execution in one view.

Market Details

Market status + price lookup

This card shows whether the US market session is open or closed based on backend market-hours checks.

When a trade needs a price, lookup runs in this order:

  1. Polygon API (preferred).
  2. Cached last-known price for the symbol.
  3. Brave web search fallback price extraction.
  4. If all fail: mark as unavailable (`0.00`) and skip the trade.

Live logs show which source was used: POLYGON, CACHE, WEB, or UNAVAILABLE.

UNKNOWNUS Market 9:30 AM – 4:00 PM ET
Trading ?StoppedNo active trading process
Total Portfolio ?$0|+$0Cash $0 + Market $0

Disclaimer: Market prices shown in this dashboard are based on the previous trading day's market close.

Warren Portfolio Timeline?

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