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.

BACKGROUND: Preeclampsia affects approximately 1 in 10 pregnancies, leading to severe complications and long-term health risks for both mother and offspring. While the etiology remains unclear, ...

Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when ...

A two-week cease-fire between the United States and Iran appeared to be largely holding on Wednesday, as both sides claimed victory amid deep uncertainty about plans to fully reopen the Strait of ...