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)

CSO Hall of Fame - 21 yrs in Cybersecurity: Challenges THEN & NOW

CSO Hall of Fame - 21 yrs in Cybersecurity: Challenges THEN & NOW

In this Mid Week special episode of the CISO Perspective edition, we spoke with Andy Ellis (@csoandy) is the Operating Partner at YL Ventures (@YLVentures) and the ex-CISO of Akamai (@Akamai). Episode...

10 Kesä 202142min

Finding and Fixing SECURITY BUGS IN GOOGLE CLOUD - Dylan Ayrey

Finding and Fixing SECURITY BUGS IN GOOGLE CLOUD - Dylan Ayrey

In this episode of the Virtual Coffee with Ashish edition, we spoke with Dylan Ayrey (@insecurenature) is a Professional Hacker and Co-Founder of Truffle Security (@TruffleSecurity-Linkedin) Episode S...

6 Kesä 20211h 1min

Attacking and Defending Managed Kubernetes Clusters - Brad Geesaman

Attacking and Defending Managed Kubernetes Clusters - Brad Geesaman

In this episode of the Virtual Coffee with Ashish edition, we spoke with Brad Geesaman (@bradgeesaman) is a Senior Cloud Native and Kubernetes Security Professional and the Co- Founder of Darkbit (@Da...

30 Touko 202159min

Kubernetes Runtime Threat Detection and Response - Falco, Sysdig

Kubernetes Runtime Threat Detection and Response - Falco, Sysdig

In this episode of the Virtual Coffee with Ashish edition, we spoke with Dan “POP“ Papandrea (@danpopnyc) is the CNCF Ambassador, Director of Open Source Community and Ecosystem (@sysdig) and Podcast ...

23 Touko 202152min

Study Hall - Attacking K8S Cluster Defaults!

Study Hall - Attacking K8S Cluster Defaults!

In this Study Hall - Ashish goes through Kubernetes Components to start understanding the Kubernetes Architecture READ the Multi-part Medium Article here - Ultimate Guide to Kubernetes Security For...

20 Touko 202125min

Start here for Kubernetes Security - Magno Logan

Start here for Kubernetes Security - Magno Logan

In this episode of the Virtual Coffee with Ashish edition, we spoke with Magno Logan (@MagnoLogan) is the Security Researcher, Trend Micro(@TrendMicro) Episode ShowNotes, Links and Transcript on Cloud...

16 Touko 202158min

Study Hall - Kubernetes Concepts and Architecture Explained!

Study Hall - Kubernetes Concepts and Architecture Explained!

In this Study Hall - Ashish goes through Kubernetes Components to start understanding the Kubernetes Architecture READ the Multi-part Medium Article here - Ultimate Guide to Kubernetes Security For ...

12 Touko 202119min

Risk Analysis of Kubernetes Security - Mark Manning, Snowflake

Risk Analysis of Kubernetes Security - Mark Manning, Snowflake

In this episode of the Virtual Coffee with Ashish edition, we spoke with Mark Manning (@antitree) is the Principal Security Architect at Snowflake(@SnowflakeDB). Before this he used to run Kubernetes ...

9 Touko 202149min