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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.

Exposure Assessment vs Adversarial Exposure Validation
Exposure Validation

Exposure Assessment vs Adversarial Exposure Validation

Your security team just delivered another quarterly report. 847 vulnerabilities discovered. 23 rated critical. 156 high severity. CVSS scores assigned. Remediation priorities set. And yet, like last quarter, the backlog grows faster than your team can patch. Worse, you're left wondering: are we fixi

Feb 4, 202617 min
Adversarial Exposure Validation for Modern Environments
Prev34567Next
Exposure Validation

Adversarial Exposure Validation for Modern Environments

What is Adversarial Exposure Validation? Adversarial Exposure Validation is a structured approach that applies attacker-style actions to confirm how your environment behaves under real pressure. Instead of stopping at detection, it recreates the tactics hostile actors use to prove which exposures ac

Feb 3, 202610 min
Why Deduplication Is the Most Underrated Security Control
Vulnerability Intelligence

Why Deduplication Is the Most Underrated Security Control

Security teams face constant pressure from an overload of alerts and findings. Every new scanner or assessment adds to the pile, making it hard to focus on what matters. Instead of streamlining efforts, these tools often create more confusion by repeating the same issues across reports. This is wher

Feb 3, 202612 min
Top 10 Exposure Management Platforms That Truly Reduce Risks
CTEM

Top 10 Exposure Management Platforms That Truly Reduce Risks

If you’ve owned security outcomes for any length of time, the shift is clear. Counting CVEs no longer tells you whether risk is actually going down. Attack surfaces expand continuously, change faster than teams can track, and traditional scanners struggle to show what attackers are actually exploiti

Feb 3, 202620 min
How ASPM Protects Cloud-Native Applications from Misconfigurations and Exploits
ASPM

How ASPM Protects Cloud-Native Applications from Misconfigurations and Exploits

Cloud-native applications have changed how businesses build and scale software. Microservices, containers, and serverless architectures enable faster and more flexible development, but they also make the environment more challenging to secure. Misconfigurations have quietly become one of the biggest

Jan 23, 202618 min
Red Team vs Blue Team: A CISO's Guide to Offensive Security
Offensive SecurityCISO

Red Team vs Blue Team: A CISO's Guide to Offensive Security

Red team vs blue team is the wrong question for a CISO. The right one is how fast the gap between what red gets away with and what blue catches is closing. Here is how to run both.

Jan 20, 20268 min
Cybersecurity Trends to Watch in  2026
Trends

Cybersecurity Trends to Watch in 2026

2026 is already resetting the stakes. Last year, more than 4,100 publicly disclosed data breaches were reported globally, nearly 11 a day, with the average cost reaching about $4.44 million. That is not background noise. It is an early warning. Every boardroom update, budget call, and security plan

Jan 19, 202615 min
What Is a Red Team Assessment? (And How It Differs From Pentesting)
Offensive SecurityPenetration Testing

What Is a Red Team Assessment? (And How It Differs From Pentesting)

A red team assessment is a goal-based attack simulation that tests whether your SOC would catch a real adversary. Here is what one looks like end to end, with the detection gaps it exposes.

Jan 5, 20268 min
Top CVEs of December 2025
CVE

Top CVEs of December 2025

December 2025 was a brutal reality check for security teams. While most were winding down for the holidays, threat actors weaponized a tectonic shift in the landscape, headlined by the "React2Shell" exploit. From mass web server takeovers to unauthenticated mail server compromises, the Top CVEs of D

Jan 2, 202618 min
Top Data Breaches of December 2025
Data Breaches

Top Data Breaches of December 2025

December 2025 closed the year with several high-impact data breaches across retail, education, healthcare research, and telecom. These incidents were not driven by a single cause. Some stemmed from misconfigured systems, others from ransomware, and several from third-party access failures. What ties

Dec 31, 202510 min
Why Visibility Alone Fails and Context Wins in 2026
Trends

Why Visibility Alone Fails and Context Wins in 2026

For more than a decade, cybersecurity teams have chased visibility through logs, dashboards, alerts, and tools that promised a single pane of glass. And yet, here’s the uncomfortable truth. Security teams today have unprecedented visibility, yet they often lack clarity on what actually matters. They

Dec 31, 20259 min
2025, The Year We Stopped Building Features and Started Building Outcomes
CTEM

2025, The Year We Stopped Building Features and Started Building Outcomes

Let me be real with you. 2025 wasn't about launching a hundred features and patting ourselves on the back. It was about asking one uncomfortable question: Are we actually helping security teams reduce exposure, or are we just giving them another dashboard to stare at? The answer shaped everything we

Dec 30, 202515 min