TickerDB – pre-computed market context for agents
Pre-computed market context cuts token usage for financial AI agents.

Categorical market vocabulary beats raw OHLCV for agent reasoning and token efficiency.
Developers building AI agents for financial analysis or trading
Polygon.io · Alpha Vantage · Yahoo Finance API
Pre-computed market context cuts token usage for financial AI agents.
Dead link on day one — can't review what doesn't load.
Returns markdown and form refs instead of raw HTML—fraction of the tokens Browserbase sends.
Schema-driven extraction beats maintaining brittle CSS selectors.
Returns markdown and element refs instead of raw HTML—one API call beats 25 lines of Puppeteer.
Three-line API integration blocks risky trades, cuts max drawdown 29% while improving win rate.