Yogs Jayaprakasam, Deluxe's Chief Technology & Digital Officer, joins Harness to talk about what it actually takes to ship AI-accelerated software safely. Deluxe has AI projects running across the business, and speed is no longer the bottleneck. The real question is how you govern and ship code once AI is writing it faster than any team can manually review. Yogs will unpack the gap between AI writing code and AI shipping code safely, and what governance has to look like when engineering moves at AI speed.

Take a look at successful and failed AI adoption strategies across different team sizes and tech stacks. We share data-driven insights on ROI, common resistance patterns, training approaches, and the metrics that actually matter when evaluating AI tool effectiveness in development teams.

Security practices have evolved to match the pace of AI-assisted development and automated deployments. Learn about real-time threat detection, automated security testing that keeps up with rapid release cycles, and how enterprise security teams are leveraging AI to identify vulnerabilities faster than developers can introduce them.

The evolution from basic developer platforms to intelligent systems that predict needs, auto-remediate issues, and adapt to usage patterns has ultimately changed the way dev and eng teams work. We deep dive into platform teams' shifting roles, building platforms that evolve with organizational needs, and measuring platform ROI beyond developer satisfaction scores.

AI is transforming software governance from manual reviews to intelligent, automated oversight across codebases, dependencies, and deployments. We’ll discuss how AI systems enforce architectural standards, detect compliance violations, predict security risks, and provide real-time governance feedback within developer workflows.

AI coding assistants and autonomous agents are helping developers write code faster than ever. As the primary author of code shifts to be bots, what are the implications for DevSecOps pipelines and platforms? We’ll discuss how leaders are adapting their approaches to meet the needs of teams using AI most aggressively.