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. 81

Unsupervised Learning: No. 81

OneLogin, Extortion, Coinbase, Pandemic, Booz, Mobile Apps, Electricity, AI voices, Sheets, Walmart, Karoshi, APIs, discovery, aphorisms, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

4 Jun 201727min

Unsupervised Learning: No 79

Unsupervised Learning: No 79

WannaCry, Intel leaks, DocuSign phishing, cockpit codes, Delta facial recognition, China vs. CIA, WordPress bug bounty, Marines and drones, HPE R&D, Watts, graduates only making 40K, China's DNA project, honeymoons vs. rings, Sherrif Eli, retirees hoarding money, boo restaurant kiosks, investing in employees, discovery, aphorisms, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

23 Mai 201732min

Unsupervised Learning: No. 78

Unsupervised Learning: No. 78

The WannaCry ransomware worm, the president's EO, Macron hacking, HP backdoors, laptop bans, Amazon releases, Chinese online commerce, CRISPR, Germany and renewable energy, beetles, dental health as social indicator, Reading superpowers, Net Neutrality, serverless, deep learning black box, The Three Body Problem, you can now support the site, The Mechanical Universe, TrueCaller, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

14 Mai 201730min

Unsupervised Learning: No.76

Unsupervised Learning: No.76

Verizon's DBIR report, Chipotle (again), USAF bounty, NSA surveillance hampered, Android hacks, Taser and computer vision, Google fights fake news, Exercise types & mental skills, Perfect pitch recording, Lifecasting, RF X-Ray, discovered links, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

2 Mai 201717min

Unsupervised Learning: No. 75

Unsupervised Learning: No. 75

DoublePulsar in the wild, vigilante IoT worms, Bose listening headphones, PoS hacking sentence, Google ad blocking, best anti-aging exercises, unqualified Indian engineers, , discovered links, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

23 Apr 201734min

Unsupervised Learning: No 74

Unsupervised Learning: No 74

Shadow Brokers, fingerprinting Netflix traffic, Magneto vuln, Juniper advisories, Amazon speaker tech, Facebook's 100Gbit optical switches, Google Hire, Minecraft currency, a solar-powered water harvester, OWASP Top 10 draft comments, remote SSH, EC2 and NAT firewalls, deep learning is a black box, discovered links, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

17 Apr 201752min

Unsupervised Learning: No 73

Unsupervised Learning: No 73

Word 0-day, BrickerBot, iOS GIF, Russian arrested, Tizen, OilRig, APT10 MSPs, Dallas sirens, ATM drilling, Watson golf, Uber Italy, AI memory, links, projects, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

10 Apr 20171h 16min

Unsupervised Learning: No. 72

Unsupervised Learning: No. 72

Apple fixed tons of bugs, hacking smart TVs over DVB-T, gift card bots, handgun AIs, Uber manipulations, AI vs. jobs, how to read more, cloud secret management, OPSEC and phishing, links, projects, and more…Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

3 Apr 20171h 3min

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