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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.

CVE-2026-41940 - cPanel WHM Critical Pre-Auth Bypass Vulnerability
CVEVulnerability Intelligence

Top CVEs of May 2026: 5 Critical Flaws to Patch Now

Five CVEs dominated May 2026: cPanel's two-month zero-day, Linux's stealth kernel priv-esc, Langflow exploited 20 hours after disclosure, n8n's perfect-10 RCE chain, and Microsoft's SSO bypass. Here's what happened and what to do.

Jun 3, 20269 min
5 Vulnerabilities in Every Vibe-Coded App
Prev12Next
Application SecurityLLM Security

5 Vulnerabilities in Every Vibe-Coded App

The 5 security flaws AI coding assistants ship by default: missing authz, leaked secrets, weak JWTs, IDOR, eval RCE — with detection queries and fixes for each.

May 29, 202613 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
Threat Modeling Explained: STRIDE and Methodology
Application SecurityVulnerability Management

Threat Modeling Explained: STRIDE and Methodology

Threat modeling finds design flaws on a whiteboard, before code exists. A worked STRIDE pass on a login system, attack trees, and why DREAD lost favor.

Mar 21, 20269 min
Top CVEs of November 2025
CVE

Top CVEs of November 2025

Security teams barely got a break in November. High-severity alerts kept popping up, ranging from active Windows kernel exploits to urgent cloud infrastructure flaws. With so many patches releasing at once, identifying the most dangerous threats is essential for protecting your network. The followin

Dec 11, 202518 min
Top CVEs & Vulnerabilities of September 2025
CVE

Top CVEs & Vulnerabilities of September 2025

CVEs & Vulnerabilities of September 2025 reveal a wave of high-impact flaws that security teams cannot afford to ignore. From unauthenticated exploits in FreePBX to privilege escalation in Android and root-level risks in Cisco firewalls, attackers are moving fast to weaponize these weaknesses. This

Oct 1, 202518 min
Top CVEs & Vulnerabilities of August 2025- Risks, Impacts & Fixes
CVE

Top CVEs & Vulnerabilities of August 2025- Risks, Impacts & Fixes

August 2025 saw critical CVEs surface, including high-impact flaws in WinRAR and Microsoft SharePoint. This blog highlights the most urgent vulnerabilities, their potential business risks, and the patch actions security teams should prioritize to stay ahead of threats.

Sep 2, 202514 min
Cloud Security Posture Checklist for 2026
Cloud SecurityCloud pentesting

Cloud Security Posture Checklist for 2026

A 2026 cloud security posture checklist grouped by IAM, Storage, Network, Logging, and Encryption, with provider-specific controls for AWS, Azure, and GCP, real scanner output, and the gap a green dashboard hides.

Aug 8, 20257 min
How to Tame Your Multi-Cloud Attack Surface with Pentesting
Penetration Testing

How to Tame Your Multi-Cloud Attack Surface with Pentesting

Let’s face it most organizations aren’t using just one cloud provider anymore. Maybe your dev team loves AWS. Your analytics team prefers GCP. And someone else decided Azure was better for access controls. The result? A multi-cloud setup that’s great for flexibility but a nightmare for security and

Jun 25, 202512 min
AWS Penetration Testing: Rules, Scope, and Methodology
Cloud pentestingCloud Security

AWS Penetration Testing: Rules, Scope, and Methodology

AWS penetration testing from first principles: the eight permitted services, the IMDSv2 SSRF pivot with real output, S3 and IAM privilege escalation, a sample findings table, and the config that actually closes the gaps.

Jun 24, 20257 min
Top CVEs of May 2025: Critical Exploits, Real-World Attacks, and What You Must Patch Now
CVE

Top CVEs of May 2025: Critical Exploits, Real-World Attacks, and What You Must Patch Now

Each month brings new vulnerabilities, and some aren’t just bugs, they’re invitations. The CVEs of May 2025 made headlines not just for their technical depth, but for how quickly they were exploited. From remote code execution flaws in widely used enterprise platforms to privilege escalation bugs in

Jun 3, 202514 min
Critical Vulnerabilities and Top CVEs of April 2025
CVE

Critical Vulnerabilities and Top CVEs of April 2025

Some vulnerabilities make headlines. Others quietly become someone’s worst day at work. The critical CVEs 2025 that surfaced in April weren’t just technical flaws, they were real entry points. Into networks. Into data. Into systems that were assumed to be secure. The Top CVEs of April 2025 include e

May 1, 202514 min