Malware isn’t merely attempting to conceal itself any longer—it aims to integrate. We’re observing code that communicates like us, records like us, even annotates itself like a supportive collaborator. Certain threats now appear more akin to developer utilities than vulnerabilities. Others leverage trust from open-source platforms, or subtly construct themselves from AI-generated fragments. It’s not solely about being harmful—it’s about being credible.