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Security Operations & Architecture

Security Operations & Architecture SOC, detection, telemetry, SIEM and data platforms, infrastructure, cloud, identity, endpoint, and operational security tooling.

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article · Featured

Four Generations of Broken Promises: Why AI SOC Agents Might Actually Be Different

Three generations of security tooling promised to fix the analyst shortage. All three failed. The fourth — AI SOC Agents — operates on a different principle, but CISOs who ignore twenty years of lessons will repeat the same expensive mistakes.

18 Mar, 2026

Open document : Four Generations of Broken Promises: Why AI SOC Agents Might Actually Be Different
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article · Featured

The SIEM Cost Trap — Why Your Data Lake + AI Agents Will Win

The per-gigabyte SIEM pricing model punishes growth. A tiered architecture — hot data for detection, cold storage in a data lake, AI agents bridging the gap — breaks the cost trap without sacrificing security outcomes. Here's how to make the case to your leadership.

01 Apr, 2026

Open document : The SIEM Cost Trap — Why Your Data Lake + AI Agents Will Win
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article

Your Decisions Are the Bottleneck, Not Your AI

AI can do security work in seconds, but the work still waits in queues and SLAs built for human speed. Compare each SLA with how fast AI can do the same step, automate the steps that need no judgment, and set clear rules for when containment blocks and when it goes to a person.

26 Sep, 2026

Open document : Your Decisions Are the Bottleneck, Not Your AI
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article

What AI Is Actually Doing in Your SOC — and What It Shouldn't Be Doing Yet

Only 9% of security practitioners are "very confident" in AI-generated alerts — yet adoption is accelerating. The gap comes down to a distinction the demos never make: AI at decision points in a workflow is not the same as AI replacing the workflow. Here is which use cases earn their keep.

27 Apr, 2026

Open document : What AI Is Actually Doing in Your SOC — and What It Shouldn't Be Doing Yet
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Your Data Lake Is Only as Useful as Its Ability to Answer a Question

You moved security data to a lake and cut costs. Then an investigation hit and your team spent two weeks finding what should have taken hours. The difference between a cheap archive and a queryable security asset comes down to three architecture decisions most organizations haven't made yet.

09 Apr, 2026

Open document : Your Data Lake Is Only as Useful as Its Ability to Answer a Question
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Claude Code Doesn't Know What Time It Is — So I Fixed It

Claude Code can't tell whether you left for two minutes or eight hours, so it picks up stale threads as if nothing changed. claude-prompt-timer is a small hook that tells it how long you've been away. Install it in three steps and confirm it works in one.

08 Apr, 2026

Open document : Claude Code Doesn't Know What Time It Is — So I Fixed It
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