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.

Protocol project, hosted by the Linux Foundation, today announced major adoption milestones at its one-year mark, with more than 150 organizations supporting the standard, deep integration across ...

Africa’s cloud maturity is accelerating, but are organisations solving the right cost problems, or just the most obvious ones ...

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

Anthropic Built an AI So Good That It Won’t Let Anyone Use It. Here’s Everything You Need to Know About Claude Mythos.