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.

Spotify's Prompted Playlist tool now works for podcasts. This lets listeners use natural language to describe a perfect ...

Recent studies show some systems recommend different treatments for identical patients based only on demographic labels, a ...