Learn how to enhance embedded software development workflows through a 22-minute conference talk from Renesas at the Linux Foundation. Explore practical strategies for streamlining development processes using Docker to maintain consistent environments between local and remote systems, eliminating redundant pipeline executions. Discover techniques for leveraging Kubernetes to effectively scale GitLab servers, resulting in accelerated CI/CD pipelines and enhanced performance metrics. Gain insights into implementing AI-powered automation for code reviews in GitLab merge requests, offering valuable solutions for both developers and DevOps engineers seeking to optimize productivity and minimize workflow friction.