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.

Sterling Crispin's 'Nothing Ever Happens' bot automatically buys "No" on every non-sports Polymarket it finds. It's not that ...

In 2026, artificial intelligence (AI) has transformed the world of finance, with AI trading bots now helping thousands of ...