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.

Officially, we don't know what France's forthcoming Linux desktop will look like, but this is what my sources and experience ...

PM This week in cybersecurity: botnets, RCE flaws, AI-driven attacks, stealers, and more. Fast, no-fluff roundup.

A critical pre-authentication remote code execution (RCE) vulnerability in Marimo is now under active exploitation, leveraged ...

A single unauthenticated connection gives attackers a full shell; credential theft observed in under three minutes on honeypot servers.

Companies and researchers can use aggregated, anonymized LinkedIn data to spot trends in the job market. This means looking ...