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.

​For much of the past decade, post-quantum cryptography (PQC) lived primarily in academic journals and standards committees.

New research and industry timelines are accelerating efforts to replace cryptography that quantum computers could eventually ...