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AI in SOC Operations: What Experienced Analysts Need to Unlearn and Relearn
AI is entering security operations in a way that is easy to underestimate. At first it looks like convenience: better summaries, faster enrichment, smarter correlation, cleaner workflows. But underneath that convenience is a deeper shift in how SOC teams work. AI does not just speed up old processes. It changes the shape of the work itself. For experienced SOC analysts, that means some habits need to be unlearned. The old model: manual effort equals value In traditional SOC e
anand dwarakanath
5 days ago3 min read
The SOC Analyst in the Age of AI: Why Judgment Matters More Than Ever
The Security Operations Center (SOC) is changing fast. A few years ago, a SOC analyst spent most of the day staring at alerts, chasing logs, copying indicators into tools, and trying to decide whether an event was real or noise. Today, AI is being built into SIEMs, SOAR platforms, XDR tools, and endpoint products. That sounds like a threat to SOC jobs, but it is really a shift in the job itself. AI is not replacing SOC analysts. It is removing some of the repetitive work that
anand dwarakanath
Jun 22 min read


Interviews (Saga of SOC Analysts/Cyber Security Analysts)
What does come to your mind when you hear the word “interview”? For most I guess its about the aspiration of landing their next job. At...
anand dwarakanath
Jul 3, 20253 min read
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