DEV Community: Stellar Cyber

Agentless Security: How it works

Stellar Cyber — Mon, 17 Aug 2026 11:42:43 +0000

Choosing between deployment models impacts network performance, visibility, and operational overhead. This guide explores agentless security, comparing its benefits against traditional software heavy methods. We will examine practical applications, deployment strategies, and how modern platforms deliver comprehensive protection.

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Adaptive Security in 2026

Stellar Cyber — Mon, 17 Aug 2026 11:39:55 +0000

As adversaries weaponize artificial intelligence to bypass static defenses, adaptive security has become the defining priority for security operations teams. This guide explores the architecture, strategies, and practical steps organizations need to build an adaptive security posture.

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AI Security Orchestration

Stellar Cyber — Mon, 17 Aug 2026 10:33:21 +0000

Security teams face an overwhelming volume of alerts, fragmented tools, and persistent staffing shortages. AI security orchestration offers a path forward by coordinating AI models, automated workflows, and human expertise into a unified defense strategy.

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Autonomous Security Operations

Stellar Cyber — Mon, 17 Aug 2026 09:50:09 +0000

As artificial intelligence assumes greater responsibility in security operations, human oversight becomes the critical safeguard that separates effective automation from unchecked risk. This article examines what human oversight means in practice, why it matters for AI-driven security, and how organizations can implement structured oversight models across their workflows.

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Tier 1-3 SOC Analysts

Stellar Cyber — Mon, 17 Aug 2026 09:02:03 +0000

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 by automating routine tasks, accelerating investigations, and enabling strategic threat hunting. This article explores how each SOC tier is transforming and what it means for security operations.

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MCP Server: How to Secure ?

Stellar Cyber — Mon, 17 Aug 2026 08:29:46 +0000

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 server security vulnerabilities, outlines practical defenses against prompt injection and session hijacking, and provides a hardened checklist to protect your AI infrastructure.

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Your Customers Already Have IAM. Turn Identity Signals Into Your Next Managed Service.

Stellar Cyber — Mon, 17 Aug 2026 07:57:48 +0000

How MSSPs can use Stellar Cyber to package identity insight into a timely, scalable managed service that creates new recurring revenue and deeper customer value. The opportunity: turn identity telemetry customers already generate into a managed service that detects abnormal behavior, correlates it with the broader attack, guides response, and proves value with tenant-specific reporting.

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Your Next Identity May Not Be Human

Stellar Cyber — Mon, 17 Aug 2026 07:21:57 +0000

For decades, enterprise identity security was built around people. Employees logged in. Administrators received privileges. Contractors were provisioned and eventually removed. That model is changing fast. AI agents, bots, service accounts and other machine identities can authenticate to applications, call APIs, access data and take actions on behalf of people or businesses.

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IAM Protects the Identity. ITDR Protects the Moment.

Stellar Cyber — Mon, 17 Aug 2026 06:39:46 +0000

Your employee successfully authenticates. MFA works. The account is valid. The permissions are legitimate. There's just one problem:

The person using the identity may be an attacker.

That scenario gets to the heart of one of the biggest changes happening in enterprise security. For years, organizations have invested heavily in Identity and Access Management (IAM) to answer an essential question:

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AI SOC Integration

Stellar Cyber — Thu, 09 Jul 2026 11:05:22 +0000

AI SOC integration is redefining how security operations centers detect, investigate, and respond to threats, but only when the AI is embedded as the operational backbone, not layered on top of a legacy SIEM via APIs. This strategic guide covers what a true AI SOC looks like, how it transforms traditional security operations.

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Reduce MTTR with AI

Stellar Cyber — Thu, 09 Jul 2026 10:41:44 +0000

Mean time to repair (MTTR) remains one of the most critical metrics for security operations teams, and artificial intelligence is transforming how organizations shrink it. This guide explains how to reduce MTTR with AI.

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Solving Alert Fatigue

Stellar Cyber — Thu, 09 Jul 2026 10:02:27 +0000

Security teams drown in thousands of daily alerts, most of them false positives. Understanding what coordinating agents are for cyber security alerts is critical for teams seeking relief. This article explores how multi-agent systems, autonomous investigation at scale, and continuous learning are transforming alert management and reshaping the modern SOC.

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