Evan Marshall, CTO of Ito AI, discusses how the rapid rise of AI-powered code generation is creating a critical bottleneck in software verification and QA. He explains Ito AI's approach of using AI agents for automated, runtime execution testing on every pull request to act as a force multiplier for developers and unblock enterprise teams.
Madison Faulkner and Hugo Santos explain why traditional CI/CD, built for human developers, is failing under the load of AI agents. They propose a new paradigm of 'Continuous Compute' centered on intent-driven agent loops, fast inline validation, and a pre-merge layer where humans review outcomes, not diffs, paving the way for a 'multiverse' of parallel development.
CircleCI's Olaf Molenveld and AWS's Julian Wood explore the evolution of CI/CD, drawing parallels between managing production code and the 'factory' that builds it. They cover the shift to microservices pipelines, optimization strategies, platform engineering trends, and how AI is set to reshape DevOps by acting as an expert system for developers.
Yevgeniy "Jim" Brikman, author of "Fundamentals of DevOps and Software Delivery," discusses his journey from app developer to DevOps advocate, triggered by LinkedIn's deployment crisis. The discussion with Kief Morris explores the practical definition of DevOps, the relationship between infrastructure as code and application orchestration, the necessity of frameworks over custom wrapper scripts, and emerging paradigms including infrastructure from code, infrastructure as graph models, and interactive runbooks.
Yevgeniy "Jim" Brikman, author of "Fundamentals of DevOps and Software Delivery," and Kief Morris, author of "Infrastructure as Code," discuss the practicalities of modern software delivery. Jim recounts his career-defining experience at LinkedIn, where a deployment crisis led to a company-wide focus on fixing delivery pipelines. The conversation explores the pragmatic definition of DevOps, the interplay between Infrastructure as Code and application orchestration tools like Kubernetes, the necessity of frameworks like Terragrunt over custom wrapper scripts, and a look at emerging paradigms like Infrastructure from Code, Infrastructure as a Graph, and Interactive Runbooks.
Olaf Molenveld (CircleCI) and Julian Wood (AWS) discuss the evolution of CI/CD practices. They draw parallels between managing production code and the 'factory' that produces it, covering optimization strategies, local vs. remote development, the rise of platform engineering, and how AI is reshaping DevOps by acting as both an expert system and a guarded collaborator.