RAD Insights









Featured
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December 10, 2025
How RAD Helps Teams Answer the Only Question That Matters: Are We Exposed? Operational lessons from React2Shell and Shai Hulud, and how RAD closes the visibility gap.
React2Shell and Shai Hulud show how fast teams need to answer: Are we exposed? Learn how RAD helps security teams cut through noise, correlate runtime signals, and get real answers—without waiting for the CVE.

December 10, 2025
How RAD Helps Teams Answer the Only Question That Matters: Are We Exposed? Operational lessons from React2Shell and Shai Hulud, and how RAD closes the visibility gap.
React2Shell and Shai Hulud show how fast teams need to answer: Are we exposed? Learn how RAD helps security teams cut through noise, correlate runtime signals, and get real answers—without waiting for the CVE.
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November 5, 2025
Introducing the New RAD Platform & RAD FusionAI
RAD has been rebuilt from the inside out to make security work clear, fast, and verifiable. The new RAD Platform unifies data, reasoning, and action in one explainable system—security that finally makes sense.

November 5, 2025
Introducing the New RAD Platform & RAD FusionAI
RAD has been rebuilt from the inside out to make security work clear, fast, and verifiable. The new RAD Platform unifies data, reasoning, and action in one explainable system—security that finally makes sense.
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October 14, 2025
The Cost of “Cosmetic” AI: Why GPT Wrappers Drain More Than They Deliver
Many “agentic AI” tools are just polished wrappers—repackaging your data without reducing real work. Learn how to tell the difference between cosmetic AI and systems that truly close the loop.

October 14, 2025
The Cost of “Cosmetic” AI: Why GPT Wrappers Drain More Than They Deliver
Many “agentic AI” tools are just polished wrappers—repackaging your data without reducing real work. Learn how to tell the difference between cosmetic AI and systems that truly close the loop.
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September 22, 2025
The Illusion of “Agentic” Without Ground Truth
Agentic AI is everywhere, but most tools are just wrappers. Learn how to separate hype from reality and spot true agentic security in demos.

September 22, 2025
The Illusion of “Agentic” Without Ground Truth
Agentic AI is everywhere, but most tools are just wrappers. Learn how to separate hype from reality and spot true agentic security in demos.
All Insights
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December 10, 2025
How RAD Helps Teams Answer the Only Question That Matters: Are We Exposed? Operational lessons from React2Shell and Shai Hulud, and how RAD closes the visibility gap.

December 10, 2025
Jimmy Mesta
How RAD Helps Teams Answer the Only Question That Matters: Are We Exposed? Operational lessons from React2Shell and Shai Hulud, and how RAD closes the visibility gap.
Behavioral Threat Detection
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November 5, 2025
Introducing the New RAD Platform & RAD FusionAI
The new RAD Platform connects every part of your security stack through a shared reasoning core. Built from customer feedback, it keeps context intact and turns investigation into action—security that explains itself.

November 5, 2025
RAD Security
Introducing the New RAD Platform & RAD FusionAI
The new RAD Platform connects every part of your security stack through a shared reasoning core. Built from customer feedback, it keeps context intact and turns investigation into action—security that explains itself.
AI-Powered Security
Cloud-Native Security
Detection and Response
Vulnerability Management
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October 14, 2025
The Cost of “Cosmetic” AI: Why GPT Wrappers Drain More Than They Deliver
Many AI tools promise autonomy but deliver polish instead of progress. Explore why wrappers that repackage data without acting on ground truth end up draining resources—and how to spot systems that actually move work forward.

October 14, 2025
RAD Security
The Cost of “Cosmetic” AI: Why GPT Wrappers Drain More Than They Deliver
Many AI tools promise autonomy but deliver polish instead of progress. Explore why wrappers that repackage data without acting on ground truth end up draining resources—and how to spot systems that actually move work forward.
AI-Powered Security
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September 22, 2025
The Illusion of “Agentic” Without Ground Truth
Agentic AI claims are flooding the market—but most products are just thin wrappers. This blog helps security leaders spot what’s real, what’s hype, and how to evaluate demos with a practical scoring framework.

September 22, 2025
RAD Security
The Illusion of “Agentic” Without Ground Truth
Agentic AI claims are flooding the market—but most products are just thin wrappers. This blog helps security leaders spot what’s real, what’s hype, and how to evaluate demos with a practical scoring framework.
AI-Powered Security
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August 18, 2025
RAD Security Joins NVIDIA Inception
RAD Security has joined NVIDIA Inception to advance agentic AI for security. Our RADBots turn runtime telemetry into real-time action, helping teams work smarter and stay ahead of risk.

August 18, 2025
RAD Security
RAD Security Joins NVIDIA Inception
RAD Security has joined NVIDIA Inception to advance agentic AI for security. Our RADBots turn runtime telemetry into real-time action, helping teams work smarter and stay ahead of risk.
AI-Powered Security
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August 1, 2025
#LaunchWeek Day 5: The GRCBot Is Ready for You
GRCBot closes the gap between policy and practice. Ask it for control evidence, upload contracts to spot compliance drift, and trace every fix back to proof—directly inside RAD. Ask ChatGPT

August 1, 2025
RAD Security
#LaunchWeek Day 5: The GRCBot Is Ready for You
GRCBot closes the gap between policy and practice. Ask it for control evidence, upload contracts to spot compliance drift, and trace every fix back to proof—directly inside RAD. Ask ChatGPT
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July 31, 2025
#LaunchWeek Day 4: Cross-Stack Context from the RAD Signal Pipeline

July 31, 2025
RAD Security
#LaunchWeek Day 4: Cross-Stack Context from the RAD Signal Pipeline
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July 30, 2025
#LaunchWeek Day 3: Ask RADBot Anywhere
Day 3 of #LaunchWeek introduces Ask RADBot Anywhere: the always‑on teammate now available across Slack, the RAD Command Center, CLI, and API. Get instant, evidence‑backed answers drawn from live telemetry—all without leaving your workflow.

July 30, 2025
#LaunchWeek Day 3: Ask RADBot Anywhere
Day 3 of #LaunchWeek introduces Ask RADBot Anywhere: the always‑on teammate now available across Slack, the RAD Command Center, CLI, and API. Get instant, evidence‑backed answers drawn from live telemetry—all without leaving your workflow.
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July 29, 2025
#LaunchWeek Day 2: Welcome to the RAD Command Center
The RAD Command Center is your hub for structured security signal. Powered by RADBots and a high-fidelity Signal Processor, it brings clarity, context, and control to the heart of your cloud security operations.

July 29, 2025
RAD Security
#LaunchWeek Day 2: Welcome to the RAD Command Center
The RAD Command Center is your hub for structured security signal. Powered by RADBots and a high-fidelity Signal Processor, it brings clarity, context, and control to the heart of your cloud security operations.
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July 28, 2025
#LaunchWeek Day 1: Meet the RADBots
Meet the RADBots: focused AI-powered security teammates built to detect threats, track vulnerabilities, and answer your toughest questions.

July 28, 2025
RAD Security
#LaunchWeek Day 1: Meet the RADBots
Meet the RADBots: focused AI-powered security teammates built to detect threats, track vulnerabilities, and answer your toughest questions.
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June 27, 2025
Here’s What the Verizon DBIR Tells Us, and How RAD Security Can Help
Ransomware is up. Shadow AI is here. And human error still rules. This breakdown of the 2025 DBIR shows why modern threats demand faster, more contextual security—and how RAD helps teams close the gap with automation that actually works.

June 27, 2025
RAD Security
Here’s What the Verizon DBIR Tells Us, and How RAD Security Can Help
Ransomware is up. Shadow AI is here. And human error still rules. This breakdown of the 2025 DBIR shows why modern threats demand faster, more contextual security—and how RAD helps teams close the gap with automation that actually works.
Detection and Response
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