A Conversation With Harry Wetherald CO-Founder & CEO At Maze

A Conversation With Harry Wetherald CO-Founder & CEO At Maze

➡ Stay Ahead of Cyber Threats with AI-Driven Vulnerability Management with Maze:
https://mazehq.com/

In this conversation, I speak with Harry about how AI is transforming vulnerability management and application security. We explore how modern approaches can move beyond endless reports and generic fixes, toward real context-aware workflows that actually empower developers and security teams.

We talk about:

The Real Problem in Vulnerability Management
Why remediation—not just prioritization—remains the toughest challenge, and how AI can help bridge the gap between vulnerabilities and the developers who need to fix them.

Context, Ownership, and Velocity
How linking vulnerabilities to the right applications and teams inside their daily tools (like GitHub) reduces friction, speeds up patching, and improves security without slowing developers down.

AI Agents and the Future of Security
Why we should think of AI agents as “extra eyes and hands,” and how they’re reshaping everything from threat detection to system design, phishing campaigns, and organizational defense models.

Attackers Move First
How attackers are already building unified world models of their targets using AI, and why defenders need to match (or exceed) this intelligence to stay ahead.

From Days to Minutes
Why the tolerance for vulnerability windows is shrinking fast, and how automation and AI are pushing us toward a future where hours—or even minutes—make the difference.

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Chapters:

00:00 – Welcome and Harry’s Background
01:07 – The Real Problem: Remediation vs. Prioritization
04:31 – Breaking Down Vulnerability Context and Threat Intel
05:46 – Connecting Vulnerabilities to Developers and Workflows
08:01 – Why Traditional Vulnerability Management Fails
10:29 – Startup Lessons and The State of AI Agents
13:26 – DARPA’s AI Cybersecurity Competition
14:29 – System Design: Deterministic Code vs. AI
16:05 – How the Product Works and Data Sources
18:01 – AI as “Extra Eyes and Hands” in Security
20:20 – Breaking Barriers: Rethinking Scale with AI
23:22 – Building World Models for Defense (and Attack)
25:22 – Attackers Move Faster: Why Context Matters
27:04 – Phishing at Scale with AI Agents
31:24 – Shrinking Windows of Vulnerability: From Days to Minutes
32:47 – What’s Next for Harry’s Work
34:13 – Closing Thoughts

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Episoder(531)

Unsupervised Learning: No. 51

Unsupervised Learning: No. 51

Subscribe to Unsupervised Learning via: iTunes | Android | RSS | Newsletter This is Episode No. 51 of Unsupervised Learning—a weekly show where I collect my favorite stories in infosec, technology, and humans, and talk about why they matter. The show is released in two forms: * the Podcast, which you can subscribe to via iTunes, Android, Blog, or RSS * the Newsletter, which is the podcast’s companion and conveniently serves as its show notes as well. You can get the newsletter by clicking here or on the image/text below. Thank you for listening! Notes * The intro track is from one of my favorite EDM artists: Zomby. The song is ‘Orion’, and it’s from the ‘With Love’ album. Highly recommended if you like chill EDM. Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

31 Okt 20161h

Unsupervised Learning: No. 50

Unsupervised Learning: No. 50

Subscribe to Unsupervised Learning via: iTunes | Android | RSS | Newsletter This is Episode No. 50 of Unsupervised Learning—a weekly show where I collect my favorite stories in infosec, technology, and humans, and talk about why they matter. The show is released in two forms: * the Podcast, which you can subscribe to via iTunes, Android, Blog, or RSS * the Newsletter, which is the podcast’s companion and conveniently serves as its show notes as well. You can get the newsletter by clicking here or on the image/text below. Thank you for listening! Notes * The intro track is from one of my favorite EDM artists: Zomby. The song is ‘Orion’, and it’s from the ‘With Love’ album. Highly recommended if you like chill EDM. Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

24 Okt 201637min

Unsupervised Learning: No. 49

Unsupervised Learning: No. 49

Subscribe to Unsupervised Learning via: iTunes | Android | RSS | Newsletter This is Episode No. 49 of Unsupervised Learning—a weekly show where I collect my favorite stories in infosec, technology, and humans, and talk about why they matter. The show is released in two forms: * the Podcast, which you can subscribe to via iTunes, Android, Blog, or RSS * the Newsletter, which is the podcast’s companion and conveniently serves as its show notes as well. You can get the newsletter by clicking here or on the image/text below. Thank you for listening! Notes * The intro track is from one of my favorite EDM artists: Zomby. The song is ‘Orion’, and it’s from the ‘With Love’ album. Highly recommended if you like chill EDM. Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

18 Okt 201647min

Unsupervised Learning: Episode 46

Unsupervised Learning: Episode 46

Subscribe to the Podcast via: iTunes | Android | RSS | Newsletter [ Click here to get the full companion newsletter with complete show notes from this episode. ] [ Click here to get the full companion newsletter with complete show notes from this episode. ] Subscribe to the Podcast via: iTunes | Android | RSS | Newsletter Notes * The intro track is from one of my favorite EDM artists: Zomby. The song is ‘Orion’, and it’s from the ‘With Love’ album. Highly recommended if you like chill EDM. Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

27 Sep 201630min

Unsupervised Learning: Episode 45

Unsupervised Learning: Episode 45

Subscribe to the Podcast via: iTunes | Android | RSS | Newsletter [ Click here to get the full companion newsletter with complete show notes from this episode. ] [ Click here to get the full companion newsletter with complete show notes from this episode. ] Subscribe to the Podcast via: iTunes | Android | RSS | Newsletter Notes * The intro track is from one of my favorite EDM artists: Zomby. The song is ‘Orion’, and it’s from the ‘With Love’ album. Highly recommended if you like chill EDM. Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

19 Sep 201657min

Unsupervised Learning: Episode 44

Unsupervised Learning: Episode 44

Subscribe to the Podcast via: iTunes | Android | RSS | Newsletter [ Click here to view the full companion newsletter with complete show notes from this episode. ] [ Click here to view the full companion newsletter with complete show notes from this episode. ] Subscribe to the Podcast via: iTunes | Android | RSS | NewsletterBecome a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

11 Sep 201634min

Unsupervised Learning: Episode 43

Unsupervised Learning: Episode 43

Subscribe to the Podcast via: iTunes | Android | RSS | Newsletter News Internet disinformation service for hire [ Link ] Rob Fuller (@mubix) has found a way to pull credentials from a locked machine using a USB dongle and Responder [ Link ] Yelp starts new bug bounty with HackerOne, offers up to 15K […] -- :: Unsupervised Learning: Episode 43 appeared originally on danielmiessler.com. :: Subscribe to Unsupervised Learning---my weekly show where I handpick the best stories from infosec and technology, and talk about why they matter.Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

7 Sep 201642min

Unsupervised Learning: Episode 42

Unsupervised Learning: Episode 42

[ Subscribe to the Podcast: iTunes | Android | RSS ] InfoSec news and articles Dropbox hacked 68 million accounts Back in 2012 Malware infected all Eddie Bauer stores in U.S. and Canada All 350 stores in North America Wicked iPhone vulnerability called Trident (3 0days) All you need to do is follow a link, […] -- :: Unsupervised Learning: Episode 42 appeared originally on danielmiessler.com. :: Subscribe to Unsupervised Learning---my weekly show where I handpick the best stories from infosec and technology, and talk about why they matter.Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

1 Sep 20161h 4min

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