AI-Assisted Software Delivery: From Code to Production

AI is changing software delivery far beyond the developer’s editor. As AI coding agents accelerate code generation, organizations must rethink how that code is reviewed, tested, secured, deployed, and operated in production.

This roundtable explores how engineering teams are adapting delivery architectures, pipelines, and governance for AI-assisted development. We’ll discuss emerging bottlenecks across testing, code review, security, and deployment; approaches to verifying AI-generated code and maintaining effective guardrails; where human oversight remains essential; and how organizations can measure AI’s impact on delivery velocity, quality, reliability, and cost.