The Cloakmint Blog

Detection engineering, SOC strategy, and cloud security operations from practitioners who've been in the queue.

Cloud SOC Alert Triage in 2026 cover
Alert Triage SOC Strategy

Cloud SOC Alert Triage in 2026: What's Changed and What's Still Broken

The volume of cloud security alerts has tripled since 2023, but triage workflows at most teams look almost the same. What's actually changed and what gaps remain.

Amara Bello 7 min read
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Detection Engineering SOC Strategy

Reducing MTTD: Why Mean Time to Detect Matters More Than Mean Time to Respond

Marcus Webb 8 min read
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Detection Engineering Alert Triage

AI-Assisted Threat Hunting Across Cloud Workloads

Divya Krishnaswamy 9 min read
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Detection Engineering

AWS vs Azure Native Threat Detection: What Each Platform Gets Right (and Wrong)

Marcus Webb 10 min read
Incident Response Automation for Small Teams cover
SOC Strategy Alert Triage

Incident Response Automation for Teams Under 5 Security Engineers

Amara Bello 7 min read
Detection Rule Tuning cover
Detection Engineering

Detection Rule Tuning: The Unending Work That Defines SOC Quality

Marcus Webb 8 min read
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SOC Strategy

Alert Volume and Analyst Burnout: The Hidden Retention Problem in Cloud Security Teams

Amara Bello 6 min read
MITRE ATT&CK Mapping cover
Detection Engineering Alert Triage

Using MITRE ATT&CK to Anchor Automated Alert Triage

Marcus Webb 9 min read
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Detection Engineering Alert Triage

Four Strategies for Correlating Cloud Threat Signals Across Multiple Sources

Divya Krishnaswamy 10 min read
SIEM Signal to Noise cover
SOC Strategy Alert Triage

The SIEM Signal-to-Noise Problem Isn't Getting Better. It's Getting Worse.

Amara Bello 7 min read
False Positive Reduction cover
Detection Engineering Alert Triage

False Positive Reduction in AI-Assisted Detection: Calibration, Not Suppression

Marcus Webb 8 min read
Alert Fatigue in Cloud SOC Teams cover
SOC Strategy Alert Triage

Alert Fatigue in Cloud SOC Teams: Why Volume Is Not the Root Cause

Amara Bello 7 min read