Product Security at Scale: Minimizing Friction & Defending AI Integrations | ft. Sana Talwar | Ep.106 | ScaleToZero Podcast episode artwork

EPISODE · Mar 11, 2026 · 47 MIN

Product Security at Scale: Minimizing Friction & Defending AI Integrations | ft. Sana Talwar | Ep.106 | ScaleToZero Podcast

from Scale to Zero - No Security Questions Left Unanswered · host Scale To Zero

In this episode of ScaleToZero Podcast, we sit down with a Product Security Engineer to discuss the delicate balance between robust security, user experience, and developer velocity.From identifying red flags in security reviews to using AI for point-in-time vulnerability assessments, we cover the tactical moves that early security teams need to make today.The landscape is shifting from "Security vs. Engineering" to "Security + Engineering." If you're an early security team looking to leverage AI to punch above your weight class, this episode is a must-listen.YouTube: https://youtu.be/wv_1NZkv9bsCloudanix: https://www.cloudanix.com00:00 Introduction03:40 Developer-friendly Security in Practice07:22 Minimizing Friction between Security and Engineering09:15 Navigating the Trade-offs between Security and User Experience11:32 Red Flags in Third-Party Security Reviews and Internal Security Reviews19:00 Point-in-Time Vulnerability Assessments using AI21:35 Managing Malicious Updates without Manual Reviews24:55 Communicating Third-Party Security Risks to a Product Manager28:50 Improving Product Security using AI for Early Security Teams33:20 AI Performing Critical Security Job Functions35:27 Patching AI Prompt Injection Attacks41:05 AI Integration and Reshaping Security Landscape46:04 Summary#ProductSecurity #DevSecOps #AppSec #Cybersecurity #AISecurity #ProductManagement #DeveloperVelocity #TechLeadership #ScaleToZero

In this episode of ScaleToZero Podcast, we sit down with a Product Security Engineer to discuss the delicate balance between robust security, user experience, and developer velocity.From identifying red flags in security reviews to using AI for point-in-time vulnerability assessments, we cover the tactical moves that early security teams need to make today.The landscape is shifting from "Security vs. Engineering" to "Security + Engineering." If you're an early security team looking to leverage AI to punch above your weight class, this episode is a must-listen.YouTube: https://youtu.be/wv_1NZkv9bsCloudanix: https://www.cloudanix.com00:00 Introduction03:40 Developer-friendly Security in Practice07:22 Minimizing Friction between Security and Engineering09:15 Navigating the Trade-offs between Security and User Experience11:32 Red Flags in Third-Party Security Reviews and Internal Security Reviews19:00 Point-in-Time Vulnerability Assessments using AI21:35 Managing Malicious Updates without Manual Reviews24:55 Communicating Third-Party Security Risks to a Product Manager28:50 Improving Product Security using AI for Early Security Teams33:20 AI Performing Critical Security Job Functions35:27 Patching AI Prompt Injection Attacks41:05 AI Integration and Reshaping Security Landscape46:04 Summary#ProductSecurity #DevSecOps #AppSec #Cybersecurity #AISecurity #ProductManagement #DeveloperVelocity #TechLeadership #ScaleToZero

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Product Security at Scale: Minimizing Friction & Defending AI Integrations | ft. Sana Talwar | Ep.106 | ScaleToZero Podcast

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In this episode of ScaleToZero Podcast, we sit down with a Product Security Engineer to discuss the delicate balance between robust security, user experience, and developer velocity.From identifying red flags in security reviews to using AI for...

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