Stellar Cyber

Oct 28, 20261 min read

The SIEM Problem Is an Architecture Problem. So Is the Answer.

That model worked when security data volumes were smaller and the SOC technology stack was simpler. It is increasingly strained by the amount of telemetry security teams generate, the cost of moving a

From Alert Automation to Measurable Outcomes: What an Autonomous SOC Should Actually Deliver
For years, security automation has been measured by activity. How many alerts did we enrich? How many playbooks ran? How many investigations did AI summarize? How many analyst clicks did we eliminate?
Oct 8, 20261 min read
From Influence to Evidence: Teaching the SOC Not to Make the Same Mistake Twice
Last summer I wrote about the Pyramid of Influence the idea that in a Human Augmented SOC, not all analyst feedback is equal. Clicking False Positive is Tier 1. It decorates the interface. But FP beca
Sep 7, 20261 min read
Tier 1-3 SOC Analysts
SOC analysts at every tier face mounting pressure from alert fatigue, skill shortages, and increasingly sophisticated threats. Agentic AI is reshaping how tier 1, tier 2, and tier 3 SOC analysts work
Aug 17, 20261 min read
MCP Server: How to Secure ?
The Model Context Protocol (MCP) server has become a critical bridge between AI agents and external tools, but that connectivity introduces serious risk. This article examines the most pressing MCP se
Aug 17, 20261 min read
Top AI Tools for Security Alert Triage
Security operations centers generate thousands of alerts daily, and most of them turn out to be noise. This article examines the best AI tools for security alert triage, exploring how they work, why t
Jul 9, 20261 min read
Security Teams Do Not Need More AI Hype. They Need AI-Ready Workflows.
It will reduce alert fatigue. It will accelerate investigations. It will make analysts more productive. It will help teams do more with less. The promise is real, but there is a catch. AI does not imp
Jul 9, 20261 min read

The SIEM Problem Is an Architecture Problem. So Is the Answer.

ISOC Architecture

ISOC and AI SOC: Building the SOC for the Agentic Era

What Is a Non-Human Identity ?

SOC as Code: Why the Next Stage of Security Operations Is About Scale, Not More Screens

From Alert Automation to Measurable Outcomes: What an Autonomous SOC Should Actually Deliver

From Influence to Evidence: Teaching the SOC Not to Make the Same Mistake Twice

Tier 1-3 SOC Analysts

MCP Server: How to Secure ?

Top AI Tools for Security Alert Triage

Security Teams Do Not Need More AI Hype. They Need AI-Ready Workflows.

Stellar Cyber

Latest articles

The SIEM Problem Is an Architecture Problem. So Is the Answer.

ISOC Architecture

ISOC and AI SOC: Building the SOC for the Agentic Era

What Is a Non-Human Identity ?

SOC as Code: Why the Next Stage of Security Operations Is About Scale, Not More Screens

From Alert Automation to Measurable Outcomes: What an Autonomous SOC Should Actually Deliver

From Influence to Evidence: Teaching the SOC Not to Make the Same Mistake Twice

Tier 1-3 SOC Analysts

MCP Server: How to Secure ?

Top AI Tools for Security Alert Triage

Security Teams Do Not Need More AI Hype. They Need AI-Ready Workflows.