Your AI agent is only as good as your endpoint data

Every so often a flaw comes along that shows how fast the ground can shift under IT and security teams. PHP2Shell, a pair of critical flaws in PHP, was one of them. Details leaked before the planned disclosure, frontier AI helped researchers find the flaws, and PHP shipped fixes the next day. For many teams, though, the patch was the easy part. So what does it take to respond at that speed, and where should teams begin?What does governed autonomous IT look like in practice?Picture a loop. Software finds where a risk lives and ranks what matters most. It proposes a fix, then, inside limits people define, carries it out and checks that it worked. Routine, low-risk actions can run on their own. Higher-impact ones wait for a person to approve....

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