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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.

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
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
The Five Stages of Red Team Methodology
Offensive Security

The Five Stages of Red Team Methodology

Red team methodology runs in five stages, recon, initial access, foothold and C2, lateral movement and privilege escalation, then actions on objective. Here is each stage with the ATT&CK techniques and the detections that should fire.

Feb 4, 20268 min
Penetration Testing Methodology: Step-by-Step Breakdown for 2025
Penetration Testing

Penetration Testing Methodology: Step-by-Step Breakdown for 2025

Cyber threats are sharper and more widespread than ever before, consistently finding new entry points across our intricate digital world, from sprawling cloud environments and complex APIs to the mobile apps we rely on and even dynamic containerized workloads. Relying solely on reactive security mea

Aug 1, 202514 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
Mobile SDK Security Testing Methodology
Application Security

Mobile SDK Security Testing Methodology

A third-party SDK runs inside your process with your permissions and your identity. This methodology shows how to isolate it, hook its exact classes with Frida, and prove what data actually leaves the device.

May 25, 20257 min
OWASP WSTG: The Web Security Testing Guide Explained
OWASPApplication Security

OWASP WSTG: The Web Security Testing Guide Explained

The OWASP WSTG is the methodology behind most web pentest reports. Here is how its 12 categories, stable test IDs, and Top 10 mapping work in a real engagement.

Jan 10, 20257 min
API Penetration Testing Methodology and the OWASP API Top 10
Application SecurityOWASP

API Penetration Testing Methodology and the OWASP API Top 10

A repeatable API pentest methodology on the OWASP API Top 10 (2023): five phases, a test per risk, a real BFLA-to-BOLA chain, a findings table, and config-level fixes.

Nov 26, 20247 min
6 Must-Ask Questions Before Choosing a Penetration Testing Vendor
Penetration Testing

6 Must-Ask Questions Before Choosing a Penetration Testing Vendor

Choosing the right penetration testing vendor is critical to safeguarding your business. Before committing, CISOs and decision-makers must ask the right questions about expertise, certifications, testing methodology, reporting, compliance, and cost transparency. This guide outlines six must-ask ques

Dec 12, 20235 min
3 Reasons Why Penetration Testing Is Needed and Why Traditional Pentesting Isn’t Working for You
Penetration Testing

3 Reasons Why Penetration Testing Is Needed and Why Traditional Pentesting Isn’t Working for You

Penetration Testing as a Service (PTaaS) addresses the need for cloud penetration testing with agile security methodology, ensuring continuous scanning by manual pentesters and automated vulnerability scanners. This helps organizations stay informed and protected from newly discovered vulnerabilitie

Nov 7, 20235 min