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The risks are familiar, but the clock is not.
Summary
As AI compresses the time it takes to find and exploit weaknesses, GitLab CISO Chaim Mazal says defenders need to stop waiting for activity to act on and start hunting for gaps the way attackers do
This is a brief wire summary, the full story (linked below) has the complete details.
KazaSec's take
Incidents like this rarely start with the headline event itself, they usually trace back to an exposed remote-access endpoint, an unpatched perimeter system, or a credential phished weeks earlier. The organizations that recover fastest are the ones that tested their defenses and their incident response plan before they needed them.
Coverage details
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