A cutting-edge educational tool called Tinkerbot is revolutionizing the way young students learn to code in a world where screens are taking over. Tinkerbot is a screenless coding bot that was created ...

The first component is the Market Data Gateway (or API Wrapper). This layer creates a persistent connection to the exchange's servers, translating raw 'JSON' or 'FIX' messages into clean Python data ...

MCP is the MVP.

You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.