https://speakerdeck.com/aisecengcommunity 2026-10-29 07:27:20 -0400 Software has changed: AI now writes our code, lives inside our applications and operates our systems, yet security ownership hasn't kept up. Everyone owns a piece of the puzzle, but no one owns the whole system. This talk looks at how AI is reshaping the attack surface and why AI-based security tools are powerful but probabilistic. It argues that deterministic controls, AI systems and human judgment must work together, and it introduces the AI Security Engineer, a role combining software, security and AI engineering. It closes with how to find, train and connect these practitioners. Speaker : Gerald Crescione - Head of the AI Security Engineers Community for Snyk - https://www.linkedin.com/in/geraldcrescione Software has changed: AI now writes our code, lives inside our applications and operates our systems, yet security ownership hasn't kept up. Everyone owns a piece of the puzzle, but no one owns the whole system. This talk looks at how AI is reshaping the attack surface and why AI-based security tools are powerful but probabilistic. It argues that deterministic controls, AI systems and human judgment must work together, and it introduces the AI Security Engineer, a role combining software, security and AI engineering. It closes with how to find, train and connect these practitioners. Speaker : Gerald Crescione - Head of the AI Security Engineers Community for Snyk - https://www.linkedin.com/in/geraldcrescione Thu, 29 Oct 2026 00:00:00 -0400 https://speakerdeck.com/aisecengcommunity/the-rise-of-ai-security-engineers https://speakerdeck.com/aisecengcommunity/the-rise-of-ai-security-engineers This talk examines what changes once an AI agent can do more than generate text: when it can access tools, investigate systems and potentially trigger consequential actions. It addresses how to structure read, recommend and execute permissions, where to place human approval points, and how to apply scoped credentials and revoke them. It also covers how to leave a useful evidence trail across an agent workflow. Speaker - Hammed Ajibade (https://www.linkedin.com/in/hammed-ajibade-010bb2116/) Hammed Ajibade is a Lead Software Engineer at Pulse. He builds and leads software across payment systems, platform engineering, mobile products and practical AI tooling. His work sits close to money movement, where systems have to stay reliable under real use. This talk examines what changes once an AI agent can do more than generate text: when it can access tools, investigate systems and potentially trigger consequential actions. It addresses how to structure read, recommend and execute permissions, where to place human approval points, and how to apply scoped credentials and revoke them. It also covers how to leave a useful evidence trail across an agent workflow. Speaker - Hammed Ajibade (https://www.linkedin.com/in/hammed-ajibade-010bb2116/) Hammed Ajibade is a Lead Software Engineer at Pulse. He builds and leads software across payment systems, platform engineering, mobile products and practical AI tooling. His work sits close to money movement, where systems have to stay reliable under real use. Thu, 29 Oct 2026 00:00:00 -0400 https://speakerdeck.com/aisecengcommunity/how-do-you-revoke-an-ai-agent-approval-boundaries-and-audit-trails-for-engineering-workflows https://speakerdeck.com/aisecengcommunity/how-do-you-revoke-an-ai-agent-approval-boundaries-and-audit-trails-for-engineering-workflows