Using AI Agents to Solve Cloud Vulnerability Overload
Cloud Security Podcast17 Kesä 2025

Using AI Agents to Solve Cloud Vulnerability Overload

In this episode, Ashish Rajan talks with Harry Wetherald, Co-Founder & CEO of Maze, about the reality of modern vulnerability management. They explore why current tools like CNAPPs can generate up to 90% false positives and how AI agents can provide a real solution by thinking like a security engineer to identify genuine, exploitable threats. Learn about the challenges of building your own AI solutions and how this new approach can eliminate noise and build trust between security and engineering team


Guest Socials -⁠ ⁠Harry's Linkedin

Podcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:

-⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security BootCamp⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

If you are interested in AI Cybersecurity, you can check out our sister podcast -⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AI Cybersecurity Podcast


Questions asked:

(00:00) Introduction(02:27) Who is Harry Wetherald?(04:45) The "Wall of Red": Why Security Tools Create 90% False Positives(06:21) The Mission: Solving Vulnerability Overload with AI(10:11) How an AI Agent Investigates a Vulnerability(16:09) The Hard Reality of Building Your Own AI Solution(18:14) Building for a Future of Evolving AI Models(20:00) What is the Role of an MCP (AI Copilot)?(27:31) Building AI Agents for Cloud Security(31:25) "Think Like a Hacker": Asking AI to Red Team Your Cloud(33:04) How AI Will Shape Security Programs in 2025 & Beyond(36:20) Fun Questions with Harry


Thank you Maze for sponsoring this episode.

Jaksot(345)

OPEN SOURCE AWS SECURITY - MATTHEW FULLER, co-Founder CloudSploit, Aqua

OPEN SOURCE AWS SECURITY - MATTHEW FULLER, co-Founder CloudSploit, Aqua

In this episode of the Virtual Coffee with Ashish edition, we spoke with Matthew Fuller, co-Founder CloudSploit, Aqua Host: Ashish Rajan - Twitter @hashishrajan Guest: Matthew Fuller - Linkedin @ma...

15 Marras 202047min

WHAT THE HECK IS CI/CD | Continuous Integration | Delivery | Deployment - Melissa Benua

WHAT THE HECK IS CI/CD | Continuous Integration | Delivery | Deployment - Melissa Benua

In this episode of the Virtual Coffee with Ashish edition, we spoke with Melissa Benua, Director of Engineering Host: Ashish Rajan - Twitter @hashishrajan Guest: Melissa Benua - Linkedin @mbenua I...

8 Marras 202042min

HOW TO PREPARE FOR GDPR IN AZURE CLOUD ENVIRONMENT- Naomi Buckwalter

HOW TO PREPARE FOR GDPR IN AZURE CLOUD ENVIRONMENT- Naomi Buckwalter

In this episode of the Virtual Coffee with Ashish edition, we spoke with Naomi Buckwalter Host: Ashish Rajan - Twitter @hashishrajan Guest: Naomi Buckwalter - Linkedin @naomi-buckwalter In this ep...

1 Marras 202046min

HOW TO START in BUG BOUNTY IN 2020 with Casey Ellis, BugCrowd

HOW TO START in BUG BOUNTY IN 2020 with Casey Ellis, BugCrowd

In this episode of the Virtual Coffee with Ashish edition, we spoke with Casey Ellis Host: Ashish Rajan - Twitter @hashishrajan Guest: Casey Ellis - Linkedin @caseyjohnellis In this episode, Casey...

25 Loka 20201h 5min

CONTINUOUS MONITORING FOR CONTROLS & VULNERABILITIES - DANIEL MIESSLER

CONTINUOUS MONITORING FOR CONTROLS & VULNERABILITIES - DANIEL MIESSLER

In this episode of the Virtual Coffee with Ashish edition, we spoke with Daniel Miessler Host: Ashish Rajan - Twitter @hashishrajan Guest: Daniel Miessler - Linkedin @danielmiessler In this episod...

18 Loka 202048min

AWS SECURITY IN A LARGE REGULATED ENTERPRISE! - HOUSTON HOPKINS, CAPITAL ONE

AWS SECURITY IN A LARGE REGULATED ENTERPRISE! - HOUSTON HOPKINS, CAPITAL ONE

In this episode of the Virtual Coffee with Ashish edition, we spoke with Houston Hopkins, Director CyberSecurity, Capital One Host: Ashish Rajan - Twitter @hashishrajan Guest: Houston Hopkins - Lin...

11 Loka 20201h 1min

CISO Challenges in Cloud Security - Caleb Sima, VP - Security at Databricks

CISO Challenges in Cloud Security - Caleb Sima, VP - Security at Databricks

In this episode of the Virtual Coffee with Ashish edition, we spoke with Caleb Sima, VP - Security, Databricks Host: Ashish Rajan - Twitter @hashishrajan Guest: Caleb Sima - Linkedin @CalebSima I...

4 Loka 20201h 6min

WHAT IS SECURITY CHAOS ENGINEERING? - JEROME WALTER, SECURITY MODERNISATION

WHAT IS SECURITY CHAOS ENGINEERING? - JEROME WALTER, SECURITY MODERNISATION

In this episode of the Virtual Coffee with Ashish edition, we spoke with Jerome Walter, Security Modernisation, Director, VMWare Host: Ashish Rajan - Twitter @hashishrajan Guest: Jerome Walter - Li...

27 Syys 20201h 2min