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.
Newsrooms around the country have struggled to set rules for AI. At ProPublica, which specializes in investigative journalism ...