AI Didn’t Just Find More Bugs. It Broke the System For Tracking Them.
The infrastructure for tracking software vulnerabilities has fractured as AI-driven discovery floods databases and enables attackers to weaponize patches in minutes.
Practical guides, deep dives, and honest takes on security operations, threat detection, and incident response.
The infrastructure for tracking software vulnerabilities has fractured as AI-driven discovery floods databases and enables attackers to weaponize patches in minutes.
The era of arcane, human-gatekept zero-day research is over; automated AI pipelines are now discovering decades-old vulnerabilities in hours for less than the price of lunch.
71% of SOC analysts are burned out. AI is not the threat. The real problem is alert overload, and AI is finally clearing it.
Most teams bought a zero trust product. Almost none of them built a zero trust strategy. There is a significant difference between the two.
Most HIPAA violations do not start with a cyberattack. They start with a bad habit nobody caught in time.
Four business days sounds like enough time. It is not, unless you built the response process before the breach happened.
The UAE PDPL is not a future concern anymore. Enforcement is live, fines are real, and most businesses are not ready.
Most teams understand JIT access in theory. Few have figured out how to make it stick in practice.
Most organizations find out they are not audit-ready when the auditor is already in the room. An audit readiness assessment changes that.
Your attack surface does not wait for headcount approval. Here is how lean SOC teams are keeping up.
Most compliance teams spend weeks getting ready for audits that should take hours. Here is how to fix that.
AI agents are being deployed into production without any way to version, audit, or revoke what they do and that's a governance crisis waiting to happen.