Hacker Valley Studio·May 1, 2026·34m·Episode #425

Turning 30,000 Findings Into 50 That Matter with Dan Pagel and Brad Hibbert

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Show notes

Mythos just found 30,000 new vulnerabilities, and now every security team is asking the same question: what actually matters?

In this episode, Ron Eddings sits down with Dan Pagel, CEO at Brinqa, and Brad Hibbert COO & CSO at Brinqa, to break down the Anthropic Mythos moment that rattled the security industry. From the panic of millions of new findings dropping overnight to the strategy of narrowing them down to the 50 that actually matter in YOUR environment, this episode is a masterclass in exposure management at machine speed.

Dan and Brad share how Brinqa helps organizations make sense of massive volumes of findings, correlating data across 260+ connectors, enriching vulnerability context, and delivering clear, explainable actions to IT operations teams.

They also tackle the bigger question: how do you build enough trust in AI to let it take autonomous action on your behalf? The answer starts with better data, better explainability, and knowing when to keep humans in (or on) the loop.

Impactful Moments

00:00 - Introduction

02:00 - What just happened? Breaking down the Anthropic Mythos moment

04:10 - Why most new findings don’t apply to your environment

07:12 - What Mythos means to the broader market

09:09 - Why AI-driven discovery isn’t slowing down

11:00 - The gap between security and IT ops: how explainability closes it

13:38 - How fast you should go through findings

15:53 - Why MTTR is the wrong metric and what businesses actually care about

18:03 - Why real-time visibility is replacing scheduled scanning

19:50 - Human IN the loop vs. human ON the loop

22:14 - What happens when AI hallucinates?

27:20 - Why we’re over and under-estimating the impact of AI

29:54 - The immediate win Brinqa achieves for its customers

31:50 - What CISOs are really asking now: "What does good look like?"

Links

Connect with our guest, Dan Pagel, on LinkedIn: https://www.linkedin.com/in/dpagel/

Connect with our guest, Brad Hibbert, on LinkedIn: https://www.linkedin.com/in/bradhibbert/

Learn more about Brinqa: https://www.brinqa.com/

Check out our upcoming events: https://www.hackervalley.com/livestreams

Love Hacker Valley Studio? Pick up some swag: https://store.hackervalley.com

Become a sponsor of the show to amplify your brand: https://hackervalley.com/work-with-us/

← Previous

Killing the Playbook with Agentic AI with Allan Alford and Tom Findling

Mythos just found 30,000 new vulnerabilities, and now every security team is asking the same question: what actually matters? In this episode, Ron Eddings sits down with Dan Pagel, CEO at Brinqa, and Brad Hibbert COO & CSO at Brinqa, to break down the Anthropic Mythos moment that rattled the security industry. From the panic of millions of new findings dropping overnight to the strategy of narrowing them down to the 50 that actually matter in YOUR environment, this episode is a masterclass in exposure management at machine speed. Dan and Brad share how Brinqa helps organizations make sense of massive volumes of findings, correlating data across 260+ connectors, enriching vulnerability context, and delivering clear, explainable actions to IT operations teams. They also tackle the bigger question: how do you build enough trust in AI to let it take autonomous action on your behalf? The answer starts with better data, better explainability, and knowing when to keep humans in (or on) the loop. Impactful Moments 00:00 - Introduction 02:00 - What just happened? Breaking down the Anthropic Mythos moment 04:10 - Why most new findings don’t apply to your environment 07:12 - What Mythos means to the broader market 09:09 - Why AI-driven discovery isn’t slowing down 11:00 - The gap between security and IT ops: how explainability closes it 13:38 - How fast you should go through findings 15:53 - Why MTTR is the wrong metric and what businesses actually care about 18:03 - Why real-time visibility is replacing scheduled scanning 19:50 - Human IN the loop vs. human ON the loop 22:14 - What happens when AI hallucinates? 27:20 - Why we’re over and under-estimating the impact of AI 29:54 - The immediate win Brinqa achieves for its customers 31:50 - What CISOs are really asking now: "What does good look like?" Links Connect with our guest, Dan Pagel, on LinkedIn: https://www.linkedin.com/in/dpagel/ Connect with our guest, Brad Hibbert, on LinkedIn: https://www.linkedin.com/in/bradhibbert/ Learn more about Brinqa: https://www.brinqa.com/ Check out our upcoming events: https://www.hackervalley.com/livestreams Love Hacker Valley Studio? Pick up some swag: https://store.hackervalley.com Become a sponsor of the show to amplify your brand: https://hackervalley.com/work-with-us/