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Strobes connects every exposure signal to autonomous action, so security teams fix what matters, prove what works, and stop chasing noise.

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Weekly insight for security leaders

CTEM research, agentic AI trends, and what's actually moving the needle.

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Blog

Security Insights

Deep dives, expert analysis, and practical guidance on exposure management, adversarial validation, and the future of AI-driven exposure management.

Is Claude Mythos the End of Pentesting - Featured Image
CTEMPenetration Testing

Is Claude Mythos the End of Pentesting?

Claude Mythos found thousands of zero-days in Linux, browsers, and Apache. Does that make pentesting platforms obsolete? Understanding why models, harnesses, and platforms are three different things -- and why smarter AI makes Strobes more valuable, not less.

Apr 8, 202612 min
Strobes VI Supply Chain Attacks Ransomware Groups Threat Actors - Featured Image
Prev1234Next
Product UpdatesVulnerability Intelligence

Strobes VI Now Tracks Supply Chain Attacks, Ransomware Groups, and Threat Actors

224,487 supply chain incidents. 1,251 threat actors. Ransomware groups tracked in real time. Strobes VI now provides the threat intelligence layer that powers proactive exposure management, starting with the lessons from the Axios npm compromise.

Apr 3, 202611 min
How Strobes AI Turns a Supply Chain Zero-Day into Full Exposure Assessment
CTEMCybersecurity

How Strobes AI Turns a Supply Chain Zero-Day into a Full Exposure Assessment in Under 30 Minutes

When the axios npm package was compromised on March 31, 2026, Strobes AI agents autonomously performed incident response, identified every exposed repository across the attack surface, and generated a complete exposure assessment with remediation tasks in under 30 minutes.

Mar 31, 202610 min
How to Write an Effective AI Agent Skill Four-Layer Architecture
engineeringOffensive Security

How to Write an Effective AI Agent Skill: The Four-Layer Architecture

Most teams building AI agents get the ratio wrong: 90% code, 10% methodology. Here is the four-layer architecture Strobes uses to build skills that run complete security assessments autonomously.

Mar 31, 20267 min
Strobes AI The Agent Stack Specialized for Offensive Security
Offensive SecurityCTEM

Strobes AI: The Agent Stack Specialized for Offensive Security

A deep-dive into the multi-agent architecture behind Strobes AI — 12 purpose-built offensive security agents, the Skills system, Human in the Loop governance, and the architectural properties that make continuous exposure management viable at scale.

Mar 27, 20268 min
A Poisoned PyPI Package Hit 36 Percent of Cloud Environments
LLM SecurityCybersecurity

A Poisoned PyPI Package Quietly Hit 36 Percent of Cloud Environments Through LiteLLM

LiteLLM 1.82.7 and 1.82.8 silently swept AWS credentials, Kubernetes configs, and SSH keys from 3.4 million daily installs. Here is exactly what the payload did and how Strobes AI detects and shuts it down.

Mar 26, 202612 min
Agentic Pentesting with Strobes AI — 32 tasks, 21 WSTG phases, 42 confirmed vulnerabilities, fully autonomous
Offensive SecurityPenetration Testing

Agentic Pentesting with Strobes AI

What happens when you point Strobes AI at a real web app and let it run a full OWASP WSTG assessment with zero hand-holding? 32 tasks, 21 phases, 42 confirmed vulnerabilities — all autonomous.

Mar 25, 20269 min
Three-angle crawl strategy: static analysis, swarm crawling, browser handover into Strobes orchestrator
Penetration TestingOffensive Security

Why Crawling Is the Hardest Part of AI-Powered Pen Testing (And How We Fixed It)

AI agents are brilliant at reading code but terrible at navigating browsers. Here's how Strobes combines static analysis, CDP-based swarm crawling, and human browser handover to build a complete attack surface map before testing begins.

Mar 20, 202612 min
CVE-2025-61882 Explained: The Oracle Zero-Day Breach That Hit Enterprises Hard
CVE

CVE-2025-61882 Explained: The Oracle Zero-Day Breach That Hit Enterprises Hard

A critical zero-day vulnerability in Oracle E-Business Suite (EBS) was exploited by the Cl0p ransomware group in mid-2025. The flaw, later tracked as CVE-2025-61882, allowed remote code execution without authentication, giving attackers complete control over affected systems. On the Strobes Vulnerab

Oct 9, 202510 min
How to Manage Vulnerability Risk Across 10,000+ Assets?

How to Manage Vulnerability Risk Across 10,000+ Assets?

When your asset base exceeds 10,000, vulnerability risk management becomes a strategic discipline. This guide covers asset discovery, scanning, prioritization, remediation, and validation, showing how enterprises can orchestrate tools, teams, and processes effectively. Learn how Strobes RBVM central

Sep 26, 20258 min
Ransomware Readiness Assessment- A Strobes Guide to Resilience, ROI and Compliance
Cyber Risk Management

Ransomware Readiness Assessment- A Strobes Guide to Resilience, ROI and Compliance

Ransomware can halt operations, drain budgets, and erode trust. A ransomware readiness assessment helps CISOs validate backup recovery, control high-risk access, and prove resilience against evolving threats. By aligning with CISA and NIST guidance, organizations gain clear steps, measurable outcome

Sep 11, 202511 min
Understanding FFIEC Compliance: A Complete Guide by Strobes
Compliance

Understanding FFIEC Compliance: A Complete Guide by Strobes

Between rising cyber threats, growing consumer privacy concerns, and increasingly complex regulatory expectations, financial institutions must stay ahead of the curve or risk costly consequences. That’s where FFIEC compliance comes in. Established by a coalition of five federal agencies- including t

Aug 5, 202515 min