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AI, Security & Software Governance: How to Stay in Control Of AI Software Development
Episode 3
Wednesday, 4 March, 2026
In this podcast Dave Erickson and his very human co-host Botond Seres, are going to hack their way to understanding AI and Cybersecurity from a development perspective with Nir Valtman - Co-Founder & CEO at ArnicaNir is a security executive whose work has focused on making software security seamless for developers rather than a bottleneck. Before founding Arnica, he led security strategies at Finastra, NCR and Kabbage, and he’s a regular speaker at Black Hat, Defcon, and RSA cyber security events.With 7 patents and several open source projects to his name, Nir brings firsthand experience - bridging enterprise needs and developer-driven security.Nir’s company Arnica, is breaking new ground by embedding security directly into developer workflows, including embedding for AI-generated code. TIMELINE SUMMARY:0:00 Introduction to AI Security and Podcast Overview 1:55 Nir Valtman's Technology Journey and Cybersecurity Insights 3:55 Challenges of AI Code Reviews and Developer Workflows 9:52 Prompts and Security Requirements in AI Development20:12 AI Software Governance Challanges30:43 Implementing AI in Development Teams 40:51 Balancing AI Tools and Developer Preferences 45:26 AI's Impact on Developer Productivity and Security 53:24 Using AI for Writing Secure Code1:00:27 Future of AI in Software Development 1:05:18 Arnica's SDLC Governance Mechanism 1:07:07 Outro If you have questions for our Podcast Hosts or Guest, you can reach them here: Dave Erickson = https://www.linkedin.com/in/daveerickson1/Botond Seres = https://www.linkedin.com/in/botondseres/GUEST: Nir Valtman = https://www.linkedin.com/in/valtmanir/Website = https://www.arnica.io/ADDITION BIO:Nir is a security executive whose work has focused on making software security seamless for developers rather than a bottleneck. Before founding Arnica, he led security strategies at Finastra, Kabbage (where he was CISO during its acquisition by Amex), and NCR, and he’s a regular speaker at Black Hat, Defcon, and RSA. With 7 patents and several open source projects to his name, Nir brings firsthand experience bridging enterprise needs and developer-driven security.Arnica is breaking new ground by embedding security directly into developer workflows, including for AI-generated code. With tools like Arnie, an agentic enforcer, Arnica enables engineering and AppSec teams to bake security into every stage of development, without trade-offs to speed or collaboration. This approach speaks directly to the future-of-work questions you raised with Ari, connecting innovation, productivity, and security in the age of automated coding.





