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.

Threat actors are using AI to supercharge tried-and-tested TTPs. When attacks move this fast, cyber-defenders need to rethink their own strategy. Fraudsters often target the accounts of the deceased ...