https://singhspeak.com/blog Thoughts on software development and life. en-us undefined (Parminder Singh) undefined (Parminder Singh) Tue, 21 Apr 2026 00:00:00 GMT https://singhspeak.com/blog/22-second-breach-windows-mean-ai-enforcement-must-be-inline https://singhspeak.com/blog/22-second-breach-windows-mean-ai-enforcement-must-be-inline Mandiant M-Trends 2026 reports that attack handoff time collapsed from 8 hours to 22 seconds. At that tempo, log-and-alert on AI traffic is structurally incapable of preventing damage. If your AI enforcement operates on a review cycle measured in minutes, the breach is complete before the first alert fires. AI traffic enforcement must be inline and synchronous. Tue, 21 Apr 2026 00:00:00 GMT undefined (Parminder Singh) ai-securityai-governanceagentic-aiincident-responsereal-time-enforcement