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Designing reliable autonomous security workflows requires more than AI and automation—it demands solid architecture. This guide explores orchestration frameworks, integration points, scaling strategies, and human oversight models that help teams move from prototypes to production-ready FixOps systems built for resilience, precision, and continuous verification at scale.

Security teams drown in critical CVEs that don’t matter while missing medium flaws that lead to domain admin. This blog explores how exploitability data—validated through autonomous pentesting—enables agentic AI workflows to move beyond triage, prioritize what’s truly exploitable, and automate verification with confidence.

Attackers turn native Active Directory features into a low-noise, high-impact playbook: stealthy enumeration, Kerberoasting, and AS-REP roasting can produce crackable credentials and clear paths to domain admin in minutes. This post walks through the first 15 minutes of an AD intrusion, why traditional SIEM/EDR struggles to detect it, and what defenders must catch early to…

When a $2B merger put a global chemical manufacturer’s security to the test, NodeZero® exposed critical identity risks and domain compromise paths in just 35 minutes. What began as a pilot evolved into a global Pentest Wednesday® program—turning vulnerability data into proof of resilience across 20 sites and thousands of endpoints.

Annual pentesting leaves blind spots. Learn why modern threats demand frequent or continuous pentesting to stay ahead of attackers.

Annual pentesting leaves blind spots. Learn why modern threats demand frequent or continuous pentesting to stay ahead of attackers.

A U.S. casino's first pentest uncovers 756 weaknesses & 143 attack paths, sparking a new, proof-driven approach to security.

Awareness doesn’t equal defense. Threat Actor Intelligence helps you go beyond the headline: “Are these attackers using techniques that would actually work in our environment?”

The simple truth is that supply chain security depends on validation, not paperwork. Pentest Wednesday is about moving from forms and annual tests to continuous testing and measurable risk reduction, replacing paperwork with proof.

EDR and XDR platforms are positioned as the backbone of endpoint protection. They promise to detect, block, and contain threats before attackers can gain a foothold. Yet many organizations are left asking the same questions: Where is our EDR deployed? Is it configured properly? Could something be slipping through? The uncomfortable truth is that most…